第40回日本医用画像工学会大会奨励賞 (兒玉拓巳、有村秀孝他) "体幹部定位放射線治療を受けた非小細胞肺癌患者における癌の進行予測のためのレディオミクス解析"

2021.10   第40回日本医用画像工学会大会, オンライン開催、2021/10/13   "体幹部定位放射線治療を受けた非小細胞肺癌患者における癌の進行予測のためのレディオミクス解析"

Young Investigator Award (Taka-aki Hirose, Hidetaka Arimura, et al.) Pretreatment Prediction of Radiation Pneumonitis Based on Deep Transfer Learning after Lung Cancer Stereotactic Body Radiation Therapy

2021.9   Young Investigator Award, Hirose T, Arimura H, et al. "Pretreatment Prediction of Radiation Pneumonitis Based on Deep Transfer Learning after Lung Cancer Stereotactic Body Radiation Therapy" the 9th KJMP2021, Virtual Meeting, Sep. 2021.

医用画像情報学会令和2年度内田論文賞 (亀澤秀美、有村秀孝他) "Preoperative and Non-Invasive Approach for Radiomic Biomarker-Based Prediction of Malignancy Grades in Patients with Parotid Gland Cancer in Magnetic Resonance Images"

2021.6   医用画像情報学会(オンライン広島), 20210605   "Preoperative and Non-Invasive Approach for Radiomic Biomarker-Based Prediction of Malignancy Grades in Patients with Parotid Gland Cancer in Magnetic Resonance Images"

President's Award Gold (Kenta Ninomiya, Hidetaka Arimura, et al.) Radiogenomic imaging biopsy for EGFR-Mutated patients with non-small cell lung cancer based on contrast CT images using invariant Betti numbers

2021.4   The 121st Scientific Meeting of the Japan Society of Medical Physics (JSMP, Yokohama)   President's Award Gold (Kenta Ninomiya, Hidetaka Arimura, et al.) "Radiogenomic imaging biopsy for EGFR-Mutated patients with non-small cell lung cancer based on contrast CT images using invariant Betti numbers" The 121th Scientific Meeting of the Japan Society of Medical Physics(JSMP)@Yokohama, April 2021.

Bronze Award (Taka-aki Hirose, Hidetaka Arimura, et al.) "Deep Learning-Based Prediction of Radiation Pneumonitis after Lung Cancer Stereotactic Body Radiation Therapy"

2021.4   The 77th Annual Meeting of the Japanese Society of Radiological Technology (JSRT, Yokohama)   Bronze Award (Hirose T. Arimura H.et al.) "Deep Learning-Based Prediction of Radiation Pneumonitis after Lung Cancer Stereotactic Body Radiation Therapy" The 77th Annual Meeting of the Japanese Society of Radiological Technology(JSRT)@Yokohama, April 2021

Best Paper Award (Ninomiya K, Arimura H.et al.) "Novel recognition approach of TKI-sensitizing EGFR mutations in non-small cell lung cancer patients using topologically invariant Betti numbers"

2021.1   International Forum on Medical Imaging in Asia (IFMIA) 2021, Hybrid conference, Jan.24-27, 2021,Taipei   Best Paper Award (Kenta Ninomiya, Arimura H.et al.) "Novel recognition approach of TKI-sensitizing EGFR mutations in non-small cell lung cancer patients using topologically invariant Betti numbers" International Forum on Medical Imaging in Asia (IFMIA) 2021, Hybrid conference, Jan.24-27, 2021,Taipei

Best Oral Presentation Award (LE Cuong Quoc, Arimura H.et al.) "Prediction of Five-year Survival Probabilities of Head-and-neck Cancer Patients Based on Radiomic Signatures Selected by Coxnet"

2019.8  

Best Oral Presentation Award (Tran Thi Thao Nguyen, Arimura H.et al.) "Computationally analysis of cold spots in dose distributions of VMAT plans for prostate cancer"

2018.11   18th Asia-Oceania Congress of Medical Physics and 16th South-East Asia Congress of Medical Physics (AOCMP, Kuala Lumpur, 13-Nov-2018)   Best Oral Presentation Award (Tran Thi Thao Nguyen, Arimura H.et al.) "Computationally analysis of cold spots in dose distributions of VMAT plans for prostate cancer" 18th Asia-Oceania Congress of Medical Physics and 16th South-East Asia Congress of Medical Physics (AOCMP, Kuala Lumpur, 13-Nov-2018)

第37回日本医用画像工学会大会　奨励賞 (二宮　健太、有村秀孝他) "前立腺癌放射線治療におけるベイズ領域推定法のための解剖学的特徴点に基づいた前立腺位置推定法"

2018.9   第37回日本医用画像工学会大会 (筑波), 20180725   "前立腺癌放射線治療におけるベイズ領域推定法のための解剖学的特徴点に基づいた前立腺位置推定法"

第115回日本医学物理学会学術大会英語プレゼンテーション賞 (亀澤秀美, 有村秀孝, 他) "Survival prediction of head and neck cancer patients based on image features selected by using artificial neural network"

2018.4   第115回日本医学物理学会学術大会（横浜）   Survival prediction of head and neck cancer patients based on image features selected by using artificial neural network

平成29年度内田論文賞 (Nakamoto T, Arimura H.et al.) "A framework for estimating four-dimensional dose distributions during stereotactic body radiation therapy based on a 2D/3D registration technique with an adaptive transformation parameter approach"

2017.6   医用画像情報学会（MII)　平成29年度年次(第178回)大会 (大阪), 2017.6.3   "A framework for estimating four-dimensional dose distributions during stereotactic body radiation therapy based on a 2D/3D registration technique with an adaptive transformation parameter approach"

第113回日本医学物理学会学術大会英語プレゼンテーション賞 (浅村　崚介, 有村秀孝, 他) "Quantitative analysis for coldspots in dose distributions of IMRT for prostate cancer"

2017.4   第113回日本医学物理学会学術大会（横浜）   Quantitative analysis for coldspots in dose distributions of IMRT for prostate cancer

ICMP2016 Anchali Krisanachinda Award (Sasahara M, Arimura H.et al.) "Investigation of a target-based patient positioning framework for image-guided radiotherapy in prostate cancer treatment"

2016.12   The 22nd International conference on Medical Physics (ICMP2016, Bangkok, Thailand) 2016.12.11   ICMP2016 Anchali Krisanachinda Award (Sasahara M, Arimura H.et al.) The 22nd International conference on Medical Physics (ICMP2016, Bangkok, Thailand) 2016.12.11, "Investigation of a target-based patient positioning framework for image-guided radiotherapy in prostate cancer treatment"

Best Presentation Silver Award of IOMP (Nakamoto T, Arimura H.et al.) "2D/3D registration-based framework for estimating 4D dose distributions according to dynamic images of an EPID during SBRT for lung cancer"

2016.12   The 22nd International conference on Medical Physics (ICMP2016, Bangkok, Thailand) 2016.12.10   Best Presentation Silver Award of IOMP (Nakamoto T, Arimura H.et al.) The 22nd International conference on Medical Physics (ICMP2016, Bangkok, Thailand) 2016.12.10, "2D/3D registration-based framework for estimating 4D dose distributions according to dynamic images of an EPID during SBRT for lung cancer"

Best Presentation Award (Tran Thi Thao Nguyen, Arimura H.et al.) Brachytherapy for Treatment of Cervical Cancer

2016.9   Vietnamese-Japanese Students' Scientific Exchange Meeting(VJSE 2016) Fukuoka, Sep. 17, 2016   Best Presentation Award (Tran Thi Thao Nguyen, Arimura H.et al.) Vietnamese-Japanese Students' Scientific Exchange Meeting(VJSE 2016) Fukuoka, Sep. 17, 2016. "Brachytherapy for Treatment of Cervical Cancer"

第111回日本医学物理学会学術大会大会長賞(Mazen Soufi, 有村秀孝, 他) Automated localization of anatomical feature points in infrared ray-based range images of patient surfaces by using differential geometry

2016.4   第111回日本医学物理学会学術大会（横浜）   Automated localization of anatomical feature points in infrared ray-based range images of patient surfaces by using differential geometry

Best Oral Presentation Award (Chonnikan Jongkreangkrai, Y. Vichianin, C. Tocharoenchai, Hidetaka Arimura) "Computer-aided Classification of Alzheimer’s Disease Based on Support Vector Machine with Combination of Cerebral Image Features in MRI"

2015.12   Computer-aided Classification of Alzheimer’s Disease Based on Support Vector Machine with Combination of Cerebral Image Features in MRI

第109回日本医学物理学会学術大会大会長賞(仲本宗泰, 有村秀孝, 他) Improvement of automated monitoring approach of 4D dose distributions during SBRT based on 2D/3D registration with adaptive transformation parameters

2015.4   第109回日本医学物理学会学術大会（横浜）   Improvement of automated monitoring approach of 4D dose distributions during SBRT based on 2D/3D registration with adaptive transformation parameters

第71回日本放射線技術学会総会学術大会CyPos賞(亀澤秀美, 有村秀孝, 他) Patient Dose Reduction Based on Various Noise Suppression Filters for Cone-beam CT in IGRT

2015.4   第71回日本放射線技術学会総会学術大会（横浜）   Patient Dose Reduction Based on Various Noise Suppression Filters for Cone-beam CT in IGRT

Best Oral Presentation Award (Tran Thi Thao Nguyen, Arimura H.et al.) Investigation of dosimetric impacts of tissue heterogeneities in intracavitary brachytherapy for cervical cancer

2014.10   14th Asia-Oceania Congress of Medical Physics (AOCMP) & 12th South East Asia Congress of Medical Physics (SEACOMP 2014 in Ho Chi Monh City, Vietnam)   Best Oral Presentation Award (Tran Thi Thao Nguyen, Arimura H.et al.) 14th Asia-Oceania Congress of Medical Physics (AOCMP) & 12th South East Asia Congress of Medical Physics (SEACOMP 2014 in Ho Chi Monh City, Vietnam)　"Investigation of dosimetric impacts of tissue heterogeneities in intracavitary brachytherapy for cervical cancer" Oct.25, 2014

第107回日本医学物理学会大会長賞(亀澤秀美, 有村秀孝, 他) Possibility of exposure dose reduction of CBCT in an image guided patient setup system by using various noise reduction filters

2014.4   第107回日本医学物理学会学術大会（横浜）   Possibility of exposure dose reduction of CBCT in an image guided patient setup system by using various noise reduction filters

Robert F. Wagner Student Paper Award, PACS and Imaging Informatics: Next Generation and Innovations Conference Finalist (Nonaka A, Arimura H, et al.) Local image descriptor-based searching framework of usable similar cases in a radiation treatment plannin

2014.2   International Society for Optics and Photonics (SPIE Medical Imaging), San Diego   Conference Finalist of the Student Paper Award (Nonaka A, Arimura H, et al.) , International Society for Optics and Photonics (SPIE Medical Imaging, San Diego), "Local image descriptor-based searching framework of usable similar cases in a radiation treatment planning database for stereotactic body" Feb.19, 2014

Best Session Paper Award (Soufi M, Arimura H.et al.) Automated estimation of intra-fractional patient setup errors by using range images obtained via time-of-flight camera

2013.11   14th International Symposium on Advanced Intelligent Systems (ISIS2013 in Daejeon, Korea)   Best Session Paper Award (Soufi M, Arimura H.et al.) 14th International Symposium on Advanced Intelligent Systems (ISIS2013 in Korea)　"Automated estimation of intra-fractional patient setup errors by using range images obtained via time-of-flight camera" Nov.15, 2013

第106回日本医学物理学会大会長賞(仲本宗泰, 有村秀孝, 他) 肺定位放射線治療時に取得した高エネルギーX線動画像に基づく4次元線量分布自動推定法の開発

2013.9   第106回日本医学物理学会学術大会（大阪）   肺定位放射線治療時に取得した高エネルギーX線動画像に基づく4次元線量分布自動推定法の開発

英語プレゼンテーション賞(Ze Jin, Arimura H.et al.) Computer-Aided Delineation of Lung Tumor Regions in Treatment Planning CT Images by Localized Level Set Method Combined with PET/CT Images

2013.4   第105回日本医学物理学会学術大会（横浜）   Computer-Aided Delineation of Lung Tumor Regions in Treatment Planning CT Images by Localized Level Set Method Combined with PET/CT Images

平成23年度内田論文賞(山下泰生, 有村秀孝他) MR脳血流マップ画像を用いたアルツハイマー病の鑑別支援システムの開発

2012.6   医用画像情報学会（MII）平成24年度年次（第163回）大会 ，金沢   MR脳血流マップ画像を用いたアルツハイマー病の鑑別支援システムの開発，Vol.28(2011), No.3, pp.72-78

Radiological Physics and Technology 2011年度土井賞(核医学／MR／Informatics分野)(Magome T, Arimura H, et al.) "Automated segmentation method of white matter and gray matter regions with multiple sclerosis lesions in MR images", Radiolol Phys Technol 4 (1), 61-72, 2011

2012.4   Automated segmentation method of white matter and gray matter regions with multiple sclerosis lesions in MR images, Radiolol Phys Technol 4 (1), 61-72, 2011

Conference Finalist of the Best Student Paper Award (Magome T, Arimura H, et al.) Computer-assisted radiation treatment planning system for determination of beam directions based on similar cases in a database for stereotactic body radiotherapy

2012.2   International Society for Optics and Photonics (SPIE Medical Imaging), San Diego   Conference Finalist of the Best Student Paper Award (Magome T, Arimura H, et al.) , International Society for Optics and Photonics (SPIE Medical Imaging, San Diego), "Computer-assisted radiation treatment planning system for determination of beam directions based on similar cases in a database for stereotactic body radiotherapy" Feb.2012

優秀演題賞(桑水流純平, 有村秀孝他) 治療計画CTとPET-CT画像を利用した肺腫瘍領域自動抽出方法の開発

2011.11   第24回日本放射線腫瘍学会(JASTRO) ，神戸   治療計画CTとPET-CT画像を利用した肺腫瘍領域自動抽出方法の開発

Finalist in Young investigator Symposium (Magome T, Arimura H, et al.) Automated method for determination of beam directions based on similar cases for lung stereotactic body radiotherapy

2011.10   6th Japan-Korea Joint Meeting on Medical Physics (JKMP) 11th Asia-Oceania Congress of Medical Physics (AOCMP) , Fukuoka   Finalist in Young investigator Symposium (Magome T, Arimura H, et al.) 6th Japan-Korea Joint Meeting on Medical Physics (JKMP) 11th Asia-Oceania Congress of Medical Physics (AOCMP) Oct.2011, Fukuoka, Automated method for determination of beam directions based on similar cases for lung stereotactic body radiotherapy

Second Place in Young investigator Symposium (Magome T, Arimura H, et al.) Automated method for determination of beam directions based on similar cases for lung stereotactic body radiotherapy

2011.10   6th Japan-Korea Joint Meeting on Medical Physics (JKMP) 11th Asia-Oceania Congress of Medical Physics (AOCMP) , Fukuoka   Second Place in Young investigator Symposium (Magome T, Arimura H, et al.) 6th Japan-Korea Joint Meeting on Medical Physics (JKMP) 11th Asia-Oceania Congress of Medical Physics (AOCMP) Oct.2011, Fukuoka, Automated method for determination of beam directions based on similar cases for lung stereotactic body radiotherapy

Finalist in Young investigator Symposium (Kuwazuru J, Arimura H, et al.)　Automated Segmentation of Multiple Sclerosis Candidate Regions using a Level Set Method based on an Artificial Neural Network

2010.10   Automated Segmentation of Multiple Sclerosis Candidate Regions using a Level Set Method based on an Artificial Neural Network

First Place in Young investigator Symposium (Itano W, Arimura H, et al.)　Automated verification method for patient setup based on digitally reconstructed radiography and portal image for prostate cancer treatment

2010.10   Automated verification method for patient setup based on digitally reconstructed radiography and portal image for prostate cancer treatment

大会長賞(溝口明日実, 有村秀孝他)　EPIDに基づく線量分布画像の取得方法の検討

2010.9   第100回日本医学物理学会学術大会(JSMP) 9月25日，東京   EPIDに基づく線量分布画像の取得方法の検討

Semi Final Student Paper Award (Tokunaga C, Arimura H, et al.)　Fuzzy-Based Segmentation of Brain Parenchymal Regions with Alzheimer's Disease into Cerebral Cortex and with Matter in 3.0-T Magnetic Resonance Images

2010.9   Fuzzy-Based Segmentation of Brain Parenchymal Regions with Alzheimer's Disease into Cerebral Cortex and with Matter in 3.0-T Magnetic Resonance Images

ポスター賞(桑水流純平, 有村秀孝他)　ANNを用いたレベルセット法に基づく多発性硬化症病変部候補領域の検出の試み

2010.9   第100回日本医学物理学会学術大会(JSMP) 9月25日，東京   ANNを用いたレベルセット法に基づく多発性硬化症病変部候補領域の検出の試み

学生賞(馬込大貴, 有村秀孝他)　放射線治療計画支援のための類似症例提示システムの開発

2010.4   第６６回日本放射線技術学会(JSRT)4月11日，横浜   放射線治療計画支援のための類似症例提示システムの開発

Cypos賞(川田秀道, 有村秀孝他)　骨盤部Ｘ線画像における前立腺癌永久挿入密封小線源治療用ヨウ素125シード線源数の自動推定方法の開発

2010.4   日本放射線技術学会(JSRT) 4月11日，横浜   骨盤部Ｘ線画像における前立腺癌永久挿入密封小線源治療用ヨウ素125シード線源数の自動推定方法の開発

優秀ポスター賞（有村秀孝他）　肺定位放射線治療におけるEPIDを用いた腫瘍位置のずれ量推定方法の開発

2007.3   日本高精度放射線外部照射研究会   肺定位放射線治療におけるEPIDを用いた腫瘍位置のずれ量推定方法の開発

Certificate of Merit (Arimura H. et al.)　Performance Evaluation of a Computer-aided Diagnostic System for Detection of Intracranial Aneurysms in MR Angiography with Different Databases

2006.11   Performance Evaluation of a Computer-aided Diagnostic System for Detection of Intracranial Aneurysms in MR Angiography with Different Databases

奨励賞 有村秀孝他，３次元MRA画像における脳動脈瘤のコンピュータ支援検出スキームの開発

2006.7   日本医用画像工学会   ３次元MRA画像における脳動脈瘤のコンピュータ支援検出スキームの開発

進歩賞　有村秀孝他，　医療用X線写真の粒状のウィナースペクトルの濃度と管電圧に対する依存性の研究

1997.5   社団法人日本写真学会   「医療用X線写真の粒状のウィナースペクトルの濃度と管電圧に対する依存性の研究」

CT image-based biopsy to aid prediction of HOPX expression status and prognosis for non-small cell lung cancer patients Reviewed International journal

#Yu Jin, @Hidetaka Arimura, #YunHao Cui, #Takumi Kodama, @Shinichi Mizuno, @Satoshi Ansai

Cancers 2023, 15(8), 2220 (Published:10 April 2022)   2023.4

Topology-based radiomic features for prediction of parotid gland cancer malignancy grade in magnetic resonance images Reviewed International journal

#Kojiro Ikushima, @Hidetaka Arimura, @Ryuji Yasumatsu, @Hidemi Kamezawa, @Kenta Ninomiya

Magnetic Resonance Materials in Physics, Biology and Medicine, Published: 20 April 2023   2023.4

Recurrence prediction with local binary pattern-based dosiomics in patients with head and neck squamous cell carcinoma Reviewed International journal

@Hidemi KAMEZAWA, @Hidetaka ARIMURA

Physical and Engineering Sciences in Medicine (Published: 05 December 2022)   2022.12

Dual segmentation models for poorly and well-differentiated hepatocellular carcinoma using two-step transfer deep learning on dynamic contrast-enhanced CT images Reviewed International journal

#Noriyuki Nagami, @Hidetaka Arimura, @Junichi Nojiri, #Cui Yunhao, #Kenta Ninomiya, @Manabu Ogata, @Mitsutoshi Oishi, @Keiichi Ohira, @Shigetoshi Kitamura, @Hiroyuki Irie.

Physical and Engineering Sciences in Medicine (Published: 05 December 2022)   2022.12

Can persistent homology features capture more intrinsic in-formation about tumors from 18F-fluorodeoxyglucose positron emission tomography/computed tomography images of head and neck cancer patients? Reviewed International journal

@Quoc Cuong Le, @Hidetaka Arimura, @Kenta Ninomiya, #Takumi Kodama, @Tetsuhiro Moriyama

Metabolites 12(972) 1-12   2022.10

Prediction of Intracranial Aneurysm Rupture Risk Using Non-Invasive Radiomics Analysis Based on Follow-Up Magnetic Resonance Angiography Images: A Preliminary Study Reviewed International journal

#Masayuki Yamanouchi, @Hidetaka Arimura,#Takumi Kodama, #Akimasa Urakami

APPLIED SCIENCES-BASEL 12(17)   2022.9

ヘッセ指数画像に基づく脳転移腫瘍の原発巣推定の可能性 Reviewed

#森山和俊, @有村秀孝, @小林和馬、#Quoc Cuong Le, #浦上暉允、#二宮健太、#兒玉拓巳、@岡本裕之, @井垣浩

医用画像情報学会雑誌, 2022 年 39 巻 3 号 p. 57-67   2022.9

Relapse predictability of topological signature on pretreatment planning CT images of stage I non-small cell lung cancer patients before treatment with stereotactic ablative radiotherapy. Reviewed International journal

#Kodama Takumi, @Arimura Hidetaka, @Shirakawa Yumi, #Ninomiya Kenta, @Yoshitake Tadamasa, @Shioyama Yoshiyuki.

Thoracic cancer 13(15) 2117-2126   2022.8

Stratification of prostate cancer patients into low- and high-grade groups using multiparametric magnetic resonance radiomics with dynamic contrast-enhanced image joint histograms Reviewed International journal

#Akimasa Urakami, @Hidetaka Arimura, @Yukihisa Takayama, @Fumio Kinoshita, #Kenta Ninomiya, @Kenjiro Imada, @Sumiko Watanabe, @Akihiro Nishie, @Yoshinao Oda, @Kousei Ishigami

The Prostate 82(3) 330-344   2022.2

Synergistic combination of a topologically invariant imaging signature and a biomarker for the accurate prediction of symptomatic radiation pneumonitis before stereotactic ablative radiotherapy for lung cancer: A retrospective analysis. Reviewed International journal

#Kenta Ninomiya, @Hidetaka Arimura, @Tadamasa Yoshitake, @Taka-aki Hirose, @Yoshiyuki Shioyama.

PloS one 17(1) e0263292   2022.1

Automated approach for segmenting gross tumor volumes for lung cancer stereotactic body radiation therapy using CT-based dense V-networks Reviewed International journal

#Yunhao Cui, @Hidetaka Arimura, #Risa Nakano, @Tadamasa Yoshitake, @Yoshiyuki Shioyama, @Hidetake Yabuuchi

2021.3

Robust identification of EGFR mutated NSCLC patients from three countries using Betti numbers Reviewed International journal

#Kenta Ninomiya, @Hidetaka Arimura, @Wai Yee Chan, @Kentaro Tanaka, @Shinichi Mizuno, @Nadia Fareeda Muhammad Gowdh, @Nur Adura Yaakup, @Chong-Kin Liam, @Chee-Shee Chai, @Kwan Hoong Ng

PloS one 16(1) e0244354   2021.1

Radiomic features based on Hessian index for prediction of prognosis in head-and-neck cancer patients Reviewed International journal

#Quoc Cuong Le, @Hidetaka Arimura, #Kenta Ninomiya, @Yutaro Kabata

Scientific Reports 10, 21301 (2020)   2020.12

Preoperative and non-invasive approach for radiomic biomarker-based prediction of malignancy grades in patients with parotid gland cancer in magnetic resonance images Reviewed

@Hidemi KAMEZAWA, @Hidetaka ARIMURA, @Ryuji YASUMATSU, #Kenta NINOMIYA, #Shu HASEAI

Medical Imaging and Information Sciences 2020 Volume 37 Issue 4   2020.12

Radiomic prediction of radiation pneumonitis on pretreatment planning computed tomography images prior to lung cancer stereotactic body radiation therapy Reviewed International journal

@Taka-aki Hirose, @Hidetaka Arimura, #Kenta Ninomiya, @Tadamasa Yoshitake, @Jun-ichi Fukunaga, @Yoshiyuki Shioyama

Scientific Reports 10, 20424 (2020)   2020.11

Automated classification of urinary stones based on microcomputed tomography images using convolutional neural network Reviewed International journal

@Leni Aziyus Fitria, @Freddy Haryanto, @Hidetaka Arimura, @Cui YunHao,#Kenta Ninomiya, #Risa Nakano, @Mohammad Haekal, @Yuni Warty, @Umar Fauzi

Physica Medica Vol.78, October 2020, Pages 201-208   2020.10

レディオミクス特徴量に基づく機械学習を用いたNSCLCの組織学的サブタイプの分類 Reviewed

#山田真大，#二宮健太，#崔云昊，@有村秀孝

医用画像情報学会雑誌Vol.37No. 3   2020.10

Diagnostic Value of FDG-PET/CT for the Identification of Extranodal Extension in Patients With Head and Neck Squamous Cell Carcinoma. Reviewed International journal

@Toya R, @Saito T, @Matsuyama T, @Kai Y, @Shiraishi S, @Murakami D, @Yoshida R, @Watakabe T, @Sakamoto F, @Tsuda N, @Arimura H, @Orita Y, @Nakayama H, @Oya N

Anticancer Res. 2020;40(4):2073-2077.   2020.4

Similar-cases-based planning approaches with beam angle optimizations using water equivalent path length for lung stereotactic body radiation therapy Reviewed

#Shu Haseai, @Hidetaka Arimura, @Kaori Asai, @Tadamasa Yoshitake, @Yoshiyuki Shioyama

Radiological Physics and Technology   2020.3

Comparability of rigid image registration with deformable image registration for diagnostic position PET/CT images in delineation of gross tumor volumes in nasopharyngeal carcinoma radiotherapy planning: An observer study Reviewed

#Yudai Kai, @Hidetaka Arimura, @Ryo Toya, @Tetsuo Saito, @Tomohiko Matsuyama, @Yoshiyuki Fukugawa, @Shinya Shiraishi, @Yoshinobu Shimohigashi, @Masato Maruyama, @Natsuo Oya

2020.3

Semi-automated prediction approach of target shifts using machine learning with anatomical features between planning and pretreatment CT images in prostate radiotherapy Reviewed International journal

#Yudai Kai, @Hidetaka Arimura, #Kenta Ninomiya, @Tetsuo Saito, @Yoshinobu Shimohigashi, @Akiko Kuraoka, @Masato Maruyama, @Ryo Toya, @Natsuo Oya

2020.3

Automated Approach for Estimation of Grade Groups for Prostate Cancer based on Histological Image Feature Analysis Reviewed International journal

#Alamgir Hossain, @Hidetaka ARIMURA, @Fumio Kinoshita, #Kenta Ninomiya, @Sumiko Watanabe, @Kenjiro Imada, #Ryoma Koyanagi, @Yoshinao Oda

The Prostate, Volume 80 Issue 3 Page 291-302 Published 2020   2020.2

Observer Uncertainties of Soft Tissue-based Patient Positioning in IGRT Reviewed International journal

#Taka-aki Hirose, @Hidetaka Arimura, @Jun-ichi Fukunaga, @Saiji Ohga, @Tadamasa Yoshitake, @Yoshiyuki Shioyama

Journal of Applied Clinical Medical Physics, Volume 21, Issue 2, Pages: 73-81   2020.1

Homological radiomics analysis for prognostic prediction in lung cancer patients Reviewed International journal

#Kenta NINOMIYA, @Hidetaka ARIMURA

Physica Medica: European Journal of Medical Physics, Volume 69 Page 90-100   2020.1

Machine-Learning-Based Framework for Estimation of Prostate Locations with Anatomical Feature Points on CBCT Images for Image-Guided Target-Based Patient Positioning in Prostate Cancer Radiotherapy Reviewed

#Motoki SASAHARA, @Hidetaka ARIMURA, #Kenta NINOMIYA, #Takaaki HIROSE, #Noriyuki NAGAMI, #Yudai KAI, #Yusuke SHIBAYAMA, @Saiji OHGA, @Junnichi FUKUNAGA

Medical Imaging and Information Sciences 2019 Volume 36 Issue 3 Pages 122-127   2019.10

Comparison of volumetric-modulated arc therapy and intensity-modulated radiation therapy prostate cancer plans accounting for cold spots Reviewed

#Tran Thi Thao Nguyen, @Hidetaka Arimura, #Ryosuke Asamura, #Taka-aki Hirose, @Saiji Ohga, @Jun-ichi Fukunaga

Radiol Phys Technol. 2019 Jun;12(2):137-148. Epub 2019 Feb 25.   2019.6

An approach for evaluation of delineation accuracy of GTV contours with considering interobserver variability in reference contours: Impact of MAR on radiation treatment planning Reviewed

#Noriyuki Nagami, @Hidetaka Arimura, @Mazen Soufi, @Mitsutoshi Ohishi, @Takeshi Imaizumi, @Yoshimasa Yamagushi, #Kenta Ninomiya, @Sunao Tokumaru, @Shingo Toyama, @Kanako Kawasaki, @Aiko Kitazato, @Satoshi Takita, @Kouji Uba, @Hiroyuki Irie

Medical Imaging and Information Sciences 2019 Volume 36 Issue 1 Pages 4-9   2019.3

Feasibility of anatomical feature points for estimation of prostate locations in the Bayesian delineation frameworks for prostate cancer radiotherapy Reviewed

#Kenta NINOMIYA, @Hidetaka ARIMURA, #Motoki SASAHARA, #Yudai KAI, #Taka-aki HIROSE, @Saiji OHGA

2018.11

Effect of accounting for interfractional CTV shape variations in PTV margins on prostate cancer radiation treatment plans Reviewed

#Taka-aki Hirose, @Hidetaka Arimura, @Yusuke Shibayama, @Jun-ichi Fukunaga, @Saiji Ohga

2018.10

Identification of optimal mother wavelets in survival prediction of lung cancer patients using wavelet decomposition-based radiomic features Reviewed

#Mazen Soufi, @Hidetaka Arimura, #Noriyuki Nagami

Medical Physics 2018 Nov;45(11):5116-5128. Epub 2018 Oct 19.   2018.10

Automated and robust estimation framework for lung tumor location in kilovolt cone-beam computed tomography images for target-based patient positioning in lung stereotactic body radiotherapy Reviewed

Satoshi Yoshidome, Hidetaka Arimura, Kotaro Terashima, Masakazu Hirakawa, Taka-aki Hirose, Junichi Fukunaga, Yasuhiko Nakamura, Hiroshi Honda

Medical Imaging and Information Sciences 2018 Vol. 35 No.3, pp. 48-54   2018.9

Investigation for a practical patient dose index for assessment of patient organ dose from cone-beam computed tomography in radiation therapy using a Monte Carlo simulation Reviewed International journal

Hidemi Kamezawa, Hidetaka Arimura, Hiroyuki Arakawa, Noboru Kameda

2018.3

Computational analysis of interfractional anisotropic shape variations of the rectum in prostate cancer radiation therapy Reviewed International journal

#Mohammad Haekal, @Hidetaka Arimura, #Taka-aki Hirose, #Yusuke Shibayama, @Saiji Ohga, @Junichi Fukunaga,@ Yoshiyuki Umezu, @Hiroshi Honda, @Tomonari Sasaki

Physica Medica: European Journal of Medical Physics, Volume 46, February 2018, Pages 168-179   2018.2

Exploration of temporal stability and prognostic power of radiomic features based on electronic portal imaging device images Reviewed International journal

Mazen Soufi, Hidetaka Arimura, Takahiro Nakamoto, Taka-aki Hirose, Saiji Ohga, Yoshiyuki Umezu, Hiroshi Honda, Tomonari Sasaki

Physica Medica: European Journal of Medical Physics, Volume 46, February 2018, Pages 32-44   2018.2

Impact of Pixel-based Machine-Learning Techniques on Automated Frameworks for Delineation of Gross Tumor Volume Regions for Stereotactic Body Radiation Therapy Reviewed International journal

Yasuo Kawata, Hidetaka Arimura, Koujiro Ikushima, Ze Jin, Kento Morita, Chiaki Tokunaga, Hidetake Yabu-uchi, Yoshiyuki Shioyama, Tomonari Sasaki, Hiroshi Honda, Masayuki Sasaki

2017.10

Investigation of interfractional shape variations based on statistical point distribution model for prostate cancer radiation therapy Reviewed

Yusuke Shibayama, Hidetaka Arimura, Taka-aki Hirose, Takahiro Nakamoto, Tomonari Sasaki, Saiji Ohga, Norimasa Matsushita, Yoshiyuki Umezu, Yasuhiko Nakamura, Hiroshi Honda

2017.5

Educational outcomes of a medical physicist program over the past 10 years in Japan Reviewed International journal

Noriyuki Kadoya, Kumiko Karasawa, Iori Sumida, Hidetaka Arimura, Yasumasa Kakinohana, Shigeto Kabuki, Hajime Monzen, Teiji Nishio, Hiroki Shirato, Syogo Yamada

Journal of Radiation Research 1-6. DOI: https://doi.org/10.1093/jrr/rrx016   2017.4

Computer-assisted framework for machine-learning-based delineation of GTV regions on datasets of planning CT and PET/CT images Reviewed International journal

Koujiro Ikushima, Hidetaka Arimura, Ze Jin, Hidetake Yabu-uchi, Jumpei Kuwazuru, Yoshiyuki Shioyama, Tomonari Sasaki, Hiroshi Honda, Masayuki Sasaki

Journal of Radiation Research, Volume 58, Issue 1,123-134, Published: 23 January 2017, DOI: 10.1093/jrr/rrw082   2017.1

Feasibility of Differential Geometry-Based Features in Detection of Anatomical Feature Points on Patient Surfaces in Range Image-Guided Radiation Therapy Reviewed International journal

Mazen Soufi, Hidetaka Arimura, Katsumasa Nakamura, Fauzia P. Lestari, Freddy Haryanto, Taka-aki Hirose, Yoshiyuki Umedu, Yoshiyuki Shioyama, Fukai Toyofuku

2016.11

Investigation of whether in-room CT-based adaptive intracavitary brachytherapy for uterine cervical cancer is robust against interfractional location variations of organs and/or applicators Reviewed International journal

Yoshifumi Oku, Hidetaka Arimura, Tran Thi Thao Nguyen, Yoshiyuki Hiraki, Masahiko Toyota, Yasumasa Saigo, Takashi Yoshiura, Hideki Hirata

Journal of Radiation Research (2016) 57 (6): 677-683, 2016 Jun 13, Published: 02 December 2016, DOI:10.1093/jrr/rrw043   2016.11

A framework for estimating four-dimensional dose distributions during stereotactic body radiation therapy based on a 2D/3D registration technique with an adaptive transformation parameter approach Reviewed

Takahiro Nakamoto, Hidetaka Arimura, KENICHI MOROOKA, Yasuhiko Nakamura, Tomonari Sasaki, Taka-aki Hirose, Yoshiyuki Umedu, Hiroshi Honda, Hideki Hirata

Medical Imaging and Information Sciences, Vol. 33(2016) No. 3, p.48-56, DOI:doi.org/10.11318/mii.33.48   2016.10

Feasibility of patient dose reduction based on various noise suppression filters for cone-beam computed tomography in an image-guided patient positioning system Reviewed International journal

Hidemi Kamezawa, Hidetaka Arimura, Katsutoshi Shirieda, Noboru Kameda, Masafumi Ohki

Physics in Medicine and Biology 2016 May 7;61(9):3609-36. Doi: 10.1088/0031-9155/61/9/3609 (Epub 2016 Apr 11)   2016.5

衝突検出のためのコンピュータグラフィックスを用いた放射線治療シミュレータの開発 Reviewed

山之内雅幸, 有村秀孝

医用画像情報学会雑誌，Vol. 33(2016) No. 1 ,P.8-15   2016.3

An Ellipsoid Convex Enhancement Filter for Detection of Asymptomatic Intracranial Aneurysm Candidates in CAD Frameworks Reviewed International journal

Ze Jin, Hidetaka Arimura, Shingo Kakeda, Fumio Yamashita, Makoto Sasaki, Yukunori Korogi

Medical Physics Vol.43, No.2, 951 (2016); http://dx.doi.org/10.1118/1.4940349 (Jan. 28, 2016)   2016.1

The current status of education and career paths of students after completion of medical physicist programs in Japan: a survey by the Japanese Board for Medical Physicist Qualification Reviewed International journal

Noriyuki Kadoya, Kumiko Karasawa, Iori Sumida, Hidetaka Arimura, Syogo Yamada

Radiological Physics and Technology, DOI 10.1007/s12194-015-0317-2   2015.6

A computerized framework for monitoring four-dimensional dose distributions during stereotactic body radiation therapy using a portal dose image-based 2D/3D registration approach Reviewed International journal

Takahiro Nakamoto, Hidetaka Arimura, Katsumasa Nakamura, Yoshiyuki Shioyama, Asumi Mizoguchi, Taka-aki Hirose, Hiroshi Honda, Yoshiyuki Umedu, Yasuhiko Nakamura, Hideki Hirata

Computerized Medical Imaging and Graphics   2015.3

Feasibility study of automated framework for estimating lung tumor locations for target-based patient positioning in stereotactic body radiotherapy, doi.org/10.1155/2015/653974 Reviewed International journal

Satoshi Yoshidome, Hidetaka Arimura, Katsumasa Nakamura, Yoshiyuki Shioyama, Kazushige Atsumi, Hideki Yoshikawa, Kei Nishikawa, Hideki Hirata

BioMed Research International   2014.12

Computer-Assisted Delineation of Lung Tumor Regions in Treatment Planning CT Images with PET/CT Image Sets Based on an Optimum Contour Selection Method Reviewed International journal

Ze Jin, Hidetaka Arimura, Yoshiyuki Shioyama, Katsumasa Nakamura, Jumpei Kuwazuru, Taiki Magome, Hidetake Yabuuchi, Hiroshi Honda, Hideki Hirata, Masayuki Sasaki

Journal of Radiation Research   2014.11

Quantitative evaluation of the robustness of beam directions based on power spectral analysis of water-equivalent path length image in charged particle therapy Reviewed International journal

Hidetaka Arimura, Genyu Kakiuchi, Yoshiyuki Shioyama, Shin-ichi Minohara, Takahiro Nakamoto, Katsumasa Nakamura, Hiroshi Honda, Mutsumi Tashiro, Tatsuaki Kanai, Hideki Hirata

International Journal of Intelligent Computing in Medical Sciences and Image Processing   2014.7

Japanese Structure Survey of High-precision Radiotherapy in 2012 Based on Institutional Questionnaire about the Patterns of Care Reviewed

Natsuo Tomita, Takeshi Kodaira, Teruki Teshima, Kazuhiko Ogawa, Yu Kumazaki, Chikako Yamauchi, Takafumi Toita, Takashi Uno, Minako Sumi, Hiroshi Onishi, Masahiro Kenjo, Katsumasa Nakamura, Hodaka Numasaki, Masahiko Koizumi, Yuki Otani, Naoto Shikama, Naoki Nakamura, Kiyotomo Matsugi, Hidetaka Arimura, Yoshiyuki Shioyama

Jpn J Clin Oncol.   2014.4

Similar-case-based optimization of beam arrangements in stereotactic body radiotherapy for assisting treatment planners Reviewed International journal

Taiki Magome, Hidetaka Arimura, Yoshiyuki Shioyama, Katsumasa Nakamura, Hiroshi Honda, Hideki Hirata

BioMed Research International, Volume 2013 (2013), Article ID 309534, 10 pages   2013.11

Computer-aided beam arrangement based on similar cases in radiation treatment planning databases for stereotactic lung radiation therapy. Reviewed International journal

Journal of Radiation Research   54 ( 3 )   569 - 577   2013.5

放射線治療におけるelectronic portal imaging deviceを用いた4次元線量分布推定法の開発 Reviewed

溝口明日実, 有村 秀孝, 塩山善之, 廣瀬貴章, 穴井重男, 本田 浩, 梅津芳幸, 平田 秀紀, 大喜 雅文, 中村 和正, 豊福 不可依

電子情報通信学会和文論文誌D 医用画像特集   2013.4

Computerized estimation of patient setup errors in portal images based on localized pelvic templates for prostate cancer radiotherapy Reviewed International journal

Arimura H, Itano W, Shioyama Y, Matsushita N, Magome T, Yoshitake T, Anai S, Nakamura K, Yoshidome S, Yamagami A, Honda H, Ohki M, Toyofuku F, Hirata H.

Journal of Radiation Research   2012.11

Automated Estimation of Number of Implanted Iodine-125 Seeds for Prostate Brachytherapy based on Two-View Analysis of Pelvic Radiographs Reviewed International journal

Kawata H, Arimura H, Suefuji H, Ohkura S, Saida Y, Nashiki K, Hayashida K, Kawahara T, Ohishi A, Hayabuchi N.

Journal of Radiation Research   2012.9

Esophageal Stenosis Associated with Tumor Regression in Radiation Therapy for Esophageal Cancer: Frequency and Prediction Reviewed International journal

Atsumi K, Shioyama Y, Arimura H, Terashima K, Matsuki T, Ohga S, Yoshitake T, Nonoshita T, Tsurumaru D, Ohnishi K, Asai K, Matsumoto K, Nakamura K, Honda H.

International Journal of Radiation Oncology, Biology, Physics   2012.4

Automated Detection of Multiple Sclerosis Candidate Regions in MR Images: False-Positive Removal with Use of an ANN-controlled Level Set Method Reviewed International journal

Kuwazuru J, Arimura H, Kakeda S, Yamamoto D, Magome T, Yamashita Y, Ohki M, Toyofuku F, Korogi Y.

Radiological Physics and Technology   2012.1

MR脳血流マップ画像を用いたアルツハイマー病の鑑別支援システムの開発 Reviewed

山下泰生，有村秀孝，吉浦 敬，徳永千晶，桑水流純平，馬込大貴， 門司晃，小林幸次，古閑省一 ，中村泰彦，大屋信義，本田 浩，大喜雅文，豊福不可依

医用画像情報学会雑誌   2011.10

Estimation of focal and extra-focal radiation profiles based on Gaussian modeling in medical linear accelerators Reviewed International journal

Anai S, Arimura H, Nakamura K, Araki F, Matsuki T, Yoshikawa H, Yoshidome S, Shioyama Y, Honda H, Ikeda N.

Radiological Physics and Technology   2011.7

肺定位放射線治療におけるEPIDシネ画像を用いた腫瘍位置のずれ量自動推定方法の開発 Reviewed

吉留 郷志, 有村 秀孝, 塩山 善之, 中村和正, 穴井重男, 中村浩太, 野元諭, 本田 浩, 豊福不可依, 寺嶋廣美, 平田秀紀

医学物理   2011.3

Automated segmentation method of white matter and gray matter regions with multiple sclerosis lesions in MR images. Reviewed International journal

Magome T, Arimura H, Kakeda S, Yamamoto D, Kawata Y, Yamashita Y, Higashida Y, Toyofuku F, Ohki M, Korogi Y.

Radiological Physics and Technology   2011.1

Computer-aided detection of multiple sclerosis lesions in brain magnetic resonance images: False positive reduction scheme consisted of rule-based, level set method, and support vector machine Reviewed International journal

Yamamoto D, Arimura H, Kakeda S, Magome T, Yamashita Y, Toyofuku F, Ohki M, Higashida Y, Korogi Y.

Computerized Medical Imaging and Graphics   2010.5

Computer-Aided Evaluation Method of White Matter Hyperintensities Related to Subcortical Vascular Dementia Based on Magnetic Resonance Imaging Reviewed International journal

Kawata Y, Arimura H, Yamashita Y, Magome T, Ohki M, Toyofuku F, Higashida Y, Tsuchiya K.

Computerized Medical Imaging and Graphics   2010.5

A clinical evaluation of visual feedback-guided breath-hold reproducibility of tumor location Reviewed International journal

Yoshitake T, Shioyama Y, Nakamura K, Ohga S, Nonoshita T, Ohnishi K, Terashima K, Arimura H, Hirata H, Honda H.

Physics in Medicine and Biology   2009.11

Age-Related Microstructural Changes in Subcortical White Matter During Postadolescent Periods in Men Revealed by Diffusion-Weighted MR Imaging. Reviewed International journal

Yoshiura T, Noguchi T, Hiwatashi A, Togao O, Yamashita K, Nakao T, Nagao E, Kumazawa S, Arimura H, Honda H.

Human Brain Mapping   2009.10

Computer-aided Diagnosis Systems for Brain Diseases in Magnetic Resonance Images Reviewed International journal

Arimura H, MagomeT, Yamashita Y, Yamamoto D.

Algorithms   2009.7

Computerized method for estimation of the location of a lung tumor on EPID cine images without implanted markers in stereotactic body radiotherapy Reviewed International journal

Arimura H, Egashira Y, Shioyama Y, Nakamura K, Yoshidome S, Anai S, Nomoto S, Honda H, Toyofuku F, Higashida Y, Onizuka Y, Terashima H.

Physics in Medicine and Biology   2009.2

Performance evaluation of a CAD scheme for detection of intracranial aneurysms in MRA images based on a cross-validation test with four different databases. Reviewed International journal

Yoshidome S, Arimura H, Kakeda S, Korogi Y, Tsuchiiya K, Katsuragawa S, Doi K

International Journal of Computer Assisted Radiology and Surgery(CARS)   2008.7

Computerized method for classification of patients with Alzheimer's disease based on segmentation of serebral cortical regions including hippocampal regions. Reviewed International journal

Arimura H, Yoshiura T, Kumazawa S, Mihara F, Honda H, TanakaK, Koga H, Sakai S, Toyofuku F, Higashida Y.

International Journal of Computer Assisted Radiology and Surgery(CARS)   2008.7

Computer-aided detection of multiple sclerosis lesions based on three types of blain MR images Reviewed International journal

Yamamoto D, Arimura H, Kakeda S, Magome T, Yamashita Y, Ohki M, Toyofuku F, Higashida Y, Korogi Y

International Journal of Computer Assisted Radiology and Surgery(CARS)   2008.7

Computer-aided Detection of Ischemic Lesions related to Subcortical Vascular Dementia on Magnetic Resonance Images. Reviewed International journal

Yamashita Y, Arimura H, Tsuchiya K.

Academic Radiology   2008.6

MR Tractography Based on Directional Diffusion Function:Validation in Somatotopic Organization of the Pyramidal Tract. Reviewed International journal

Yoshiura T, Kumazawa S, Noguchi T, Hiwatashi A, Togao O, Yamashita K, Arimura H, Higashida Y, Toyofuku F, Mihara F, Honda H.

Academic Radiology   2008.3

Performance evaluation of radiologists with artificial neural network for differential diagnosis of intra-axial cerebral tumors on MR images. Reviewed International journal

Yamashita K, Yoshiura T, Arimura H, Yamashita Y, Mihara F, Noguchi T, Hiwatashi A, Togao O, Kumazawa S, Higashida Y, Honda.H.

American Journal Neuroradiology   2008.3

Automated Method for Identification of Patients With Alzheimer’s Disease Based on Three-dimensional MR Images. Reviewed International journal

2008.3

Diagnostic Accuracy and Reading Time to Detect Intracranial Aneurysms on MR Angiography Using a Computer-Aided Diagnosis System. Reviewed International journal

Kakeda S, Korogi Y, Arimura H, Hirai T, Katsuragawa S, Aoki T, Doi K.

American Journal of Roentgenology   2008.3

Computer-aided diagnostic method for classification of Alzheimer's disease with atrophic image features on MR images. Reviewed International journal

Arimura H, Yoshiura T, Kumazawa S, Tanaka K, Koga H, Mihara F, Honda H, Sakai S, Toyofuku F, Higashida Y.

SPIE Proceedings   2008.2

Bone mineral imaging using a digital magnification mammography system. Reviewed International journal

Toyofuku F, Tokumori K, Higashida Y, Arimura H, Morishita J, Ohki M.

SPIE Proceedings   2008.2

多発性硬化症のＭＲ画像における病変部領域の検出法の開発 Reviewed

山本大輔，有村秀孝，掛田伸吾，馬込大貴，山下泰生，大喜 雅文，豊福不可依，東田善治，興梠 征典

信学技報 IEICE Technical Report   2008.1

脳血管性認知症のMR画像における脳皮質下虚血病変領域の検出法の開発 Reviewed

河田康雄，有村秀孝，山下泰生，馬込大貴，大喜雅文，東田善治，豊福不可依，土屋一洋

信学技報 IEICE Technical Report   2008.1

体幹部定位放射線治療におけるEPIDポータル画像を用いたターゲット位置のずれ量推定方法の開発 Reviewed

穴井重男，有村秀孝，吉留郷志，中村和正，塩山善之，野元諭，鬼塚昌彦，寺島廣美

日本放射線腫瘍学会誌   2007.12

Automated Method for Recognition of a Tumor Displacement on EPID Without Implanted Markers in　Stereotactic Radiotherapy. Reviewed International journal

2007.11

SVM-based Method for Detection of Alzheimer’s Disease with Atrophic Image Features on MR images Reviewed International journal

2007.9

多発性硬化症におけるレベルセット法を用いた脳白質領域の抽出 Reviewed

馬込大貴、有村秀孝、掛田伸吾、山本大輔、熊澤誠志、豊福不可依、東田善治、興梠 征典

信学技報 IEICE Technical Report   2007.9

脳MR画像に基づいた多発性硬化症病変部の検出法の開発 Reviewed

山本大輔、有村秀孝、掛田伸吾、山下泰生、熊澤誠志、豊福不可依、東田善治、興梠 征典

信学技報 IEICE Technical Report   2007.9

Computerized Detection of Ischemic Lesions related to Subcortical Vascular Dementia on Magnetic Resonance Images Reviewed International journal

Arimura H, Yamashita Y, Tsuchiya K.

Proceedings of ISICE 2007   2007.9

Computerized method for measurement of displacement vectors of target positions on EPID cine images in stereotactic radiotherapy Reviewed International journal

Arimura H, Anai S, Yoshidome S, Nakamura K, Shioyama Y, Nomoto S, Honda H, Onizuka Y, Terashima H.

SPIE Proceedings   2007.5

MR画像に基づいた脳血管性認知障害の虚血病変領域の自動検出法の開発 Reviewed

山下泰生、有村秀孝、土屋一洋

信学技報 IEICE Technical Report   2007.1

Estimation of white matter connectivity based on a three-dimensional directional diffusion function in diffusion tensor MRI Reviewed International journal

Kumazawa S, Yoshiura T, Arimura H, Mihara F, Honda H, Higashida Y, Toyofuku F.

Medical Physics   2006.12

Estimation of white matter tracts based on a directional diffusion function in DT-MRI Reviewed International journal

Kumazawa S, Yoshiura T, Arimura H, Mihara F, Honda H, Higashida Y, Toyofuku F.

IFMBE Proceedings   2006.8

Automated Volumetric Measurement of Cerebrospinal Fluid in Sulci and Lateral Ventricles Based on 3-D MR images Reviewed International journal

Arimura H, Yoshiura T, Kumazawa S, Koga H, Sakai S, Mihara F, Honda H, Toyofuku F, Higashida Y.

IFMBE Proceedings   2006.8

Visualization of white matter tracts using a directional diffusion function based tractography in DT-MRI Reviewed International journal

Kumazawa S, Yoshiura T, Arimura H, Mihara F, Honda H, Higashida Y, Toyofuku F.

International Journal of Computer Assisted Radiology and Surgery   2006.6

Automated method for measurement of cerebral cortical thickness for 3-D MR Images Reviewed International journal

Arimura H, Yoshiura T, Kumazawa S, Koga H, Sakai S, Mihara F, Honda H, Ohki M, Toyofuku F, Higashida Y.

International Journal of Computer Assisted Radiology and Surgery   2006.6

Improvement and evaluation of computerized method for detection of intracranial aneurysms for 3-D MR angiography Reviewed International journal

Arimura H, Li Q, Korogi Y, Hirai T, Katsuragawa S, Yamashita Y, Tsuchiya K, Doi K.

International Journal of Computer Assisted Radiology and Surgery   2006.6

Computerized Method for Automated Measurement of Thickness of Cerebral Cortex for 3-D MR Images Reviewed International journal

Arimura H, Yoshiura T, Kumazawa S, Koga H, Sakai S, Mihara F, Honda H, Ohki M, Toyofuku F, Higashida Y.

SPIE Proceedings   2006.5

Computerized detection of intracranial aneurysms for 3D MR angiography:Feature extraction of small protrusions based on a shape-based difference image technique Reviewed International journal

Arimura H, Li Q, Korogi Y, Hirai T, Katsuragawa S, Yamashita Y, Tsuchiya K, Doi K

Medical Physics   2006.2

Computer-Aided Detection for Peripheral Lung Cancers Missed at CT: ROC Analyses without and with localization Reviewed International journal

Li F, Arimura H, Suzuki K, Shiraishi J, Li Q, Abe H, Engelmann R, Sone S, MacMahon H, Doi K

Radiology   237 ( 2 )   684 - 690   2005.11

Intracranial Aneurysms at MR Angiography: Effect of Computer-aided Diagnosis on Radiologists’ Detection Performance Reviewed International journal

237 ( 2 )   605 - 610   2005.11

CAD Scheme for Detection of Intracranial Aneurysms in MRA based on 3D Analysis of Vessel Skeletons and Enhanced Aneurysms Reviewed International journal

Arimura H, Li Q, Korogi Y, Hirai T, Abe H, Yamashita Y, Katsuragawa S, Ikeda R, and Doi K

SPIE Proc.   5747   967 - 974   2005.5

Automated computerized scheme for detection of unruptured intracranial aneurysms in three-dimensional MRA Reviewed International journal

Arimura H, Li Q, Korogi Y, Hirai T, Abe H, Yamashita Y, Katsuragawa S, Ikeda R, and Doi K

Academic Radiology   11 ( 10 )   1093 - 1104   2004.10

Computerized scheme for automated detection of lung nodules in low-dose CT images for lung cancer screening Reviewed International journal

Arimura H, Katsuragawa S, Suzuki K, Li F, Shiraishi J, Sone S, and Doi K

Academic Radiology   2004.6

Development of CAD scheme for automated detection of intracranial aneurysms in magnetic resonance angiography International journal

Arimura H, Li Q, Korogi Y, Hirai T, Abe H, Yamashita Y, Katsuragawa S, Ikeda R, and Doi K

International Congress Series   1268   1015 - 1020   2004.6

Selective Enhancement Filters for Lung Nodules, Intracranial Aneurysms, and Breast Microcalcifications International journal

Li Q, Arimura H, and Doi K

International Congress Series   2004.6

テンプレートマッチング技術を用いた胸部X線写真の撮影方向と画像の向きを認識する方法の開発 Reviewed

有村秀孝, 石田隆行, 桂川茂彦, 川下郁生, 土井邦雄

日本放射線技術学会雑誌   2002.8

Development of a computerized method for identifying the posteroanterior and lateral views of chest radiographs by use of a template matching technique Reviewed International journal

Arimura H, Katsuragawa S, Li Q, Ishida T, and Doi K

Medical Physics   2002.7

Performance evaluation of an advanced method for automatic identification of view positions of chest radiographs by use of a large database International journal

H. Arimura, S. Katsuragawa, T. Ishida, N. Oda, H. Nakata, and K. Doi

SPIE Proceedings   2002.5

Influence of scattered x rays on the sharpness of image signal produced by a CR system International journal

K. Maeda, H. Arimura, I. Kawashita, K. Morikawa, T. Ishida, H. Kanamori, and M. Matsumoto

SPIE Proceedings   2002.5

Effect of scattered x rays on image signal of radiograph Reviewed International journal

Arimura H, Date T, Morikawa K, Kubota H, Matsumoto M, and Kanamori H

Proceedings of 10th International Congress of The International Radiation Protection Association   2000.5

胸部X線画像のコンピュータ支援診断−テクスチャー解析の画質依存性 Reviewed

川下郁生、石田隆行、桂川茂彦、有村秀孝、土井邦雄

日本放射線技術学会雑誌   2000.3

White Matter Fiber Tractography based on a Directional Diffusion Field in Diffusion Tensor MRI Reviewed International journal

Kumazawa S, Yoshiura T, Arimura H, Mihara F, Honda H, Higashida Y, Toyofuku F.

SPIE Proceedings   2006.5

Edge enhancement effect of vision on X-ray radiographs made using screen-film systems Reviewed International journal

Kubota H, Asai Y, Ozaki Y, Arimura H, Matsumoto M, and Kanamori H

Imaging Science Journal   2003.1

Development of an Automated method for Evaluation of sharpness of Digital radiographs using edge method International journal

I. Kawashita, K. Maeda, H. Arimura, K. Morikawa, T. Ishida

SPIE Proceedings   2001.5

胸部X線写真の撮影方向を認識する方法の開発

有村秀孝、桂川茂彦、Qiang Li、石田隆行、土井邦雄

電子情報通信学会技術研究報告   2001.1

CdZnTe半導体検出器で測定した乳房撮影用X線装置の被写体コントラストの解析 Reviewed

山本明秀、松本政雄、小縣裕二、窪田英明、有村秀孝、金森仁志

医用画像情報学会雑誌   2000.9

Influence of the scattered x-rays on object sharpness of radiograph International journal

H. Arimura, T. Date, K. Morikawa, H. Kubota, M. Matsumoto, H. Kanamori

SPIE Proceedings   2000.5

Proportionality between Wiener spectra of quantum mottle and the squares of modulation transfer functions Reviewed International journal

Arimura H, Kubota H, Matsumoto M, and Kanamori H

Physics in Medicine and Biology   1999.5

"Computational Intelligent Image Analysis for Assisting Radiation Oncologists’ Decision Making in Radiation Treatment Planning" in Computational Intelligence in Biomedical Imaging Edited by Kenji Suzuki (The University of Chicago) pp. 83-103, Springer Science+Business Media New York

（ Role： Joint author）

2013.12 

実践医用画像解析ハンドブック（監修：藤田広志，石田隆行，桂川茂彦）5.5.6 放射線治療における自動領域抽出法, pp.505-512

有村秀孝（分担執筆）（ Role： Joint author）

オーム社  2012.11 

実践医用画像解析ハンドブック（監修：藤田広志，石田隆行，桂川茂彦）6.4.6.3 脳MR画像における認知症と多発性硬化症のCAD, pp.701-707

有村秀孝（分担執筆）（ Role： Joint author）

オーム社  2012.11 

"Magnetic Resonance Image Analysis for Brain CAD Systems with Machine Learning" in Machine Learning in Computer-Aided Diagnosis: Medical Imaging Intelligence and Analysis Edited by Kenji Suzuki (The University of Chicago)

Hidetaka Arimura, Chiaki Tokunaga, Yasuo Yamashita, Jyunpei Kuwazuru（ Role： Joint author）

IGI Global  2012.1 

医用画像ハンドブック（監修：石田隆行，桂川茂彦，藤田広志）：第１編13章レベルセット法：p274~p279

有村秀孝（分担執筆）（ Role： Joint author）

オーム社  2011.1 

医用画像ハンドブック（監修：石田隆行，桂川茂彦，藤田広志）： 第4編11章MR画像の画像処理：p936~p942.

有村秀孝（分担執筆）（ Role： Joint author）

オーム社  2011.1 

診療放射線演習ブック−技術編

有村秀孝（分担執筆）、井深啓次郎、石田隆行、遠藤俊夫、加藤博和、辛島博、川上勝彦、川下郁生、木谷仁昭、佐藤孝司、砂屋敷忠、段床嘉晴、伊達潤子、伊達卓二、富園睦夫、西村茂樹、原田芳広．（ Role： Joint author）

東海大学出版会  2000.1 

放射線医学サブノート

有村秀孝（分担執筆）、上野恵子、唐沢英偉、小林直紀、酒井文和、鈴木恵子、高田ゆかり、土岐文武、早野敏郎、孫崎信久、山田明義、山田隆之、日下部きよ子、小林秀樹、大川智彦、兼安祐子、唐沢（ Role： Joint author）

教育広報社  1997.7 

Development of a robust predictive model for time variant trajectories of tumor growth in lung cancer patients treated with TKI (13 April) International conference

#Naoya Fuchiwaki, @Hidetaka Arimura, @Kentaro Tanaka, #Rintaro Furuta

International Conference on Radiological Physics and Technology (ICRPT)  2024.4 

Pathological image features for prediction of disease progression of lung cancer patients who received radiation therapy(March.4)

#Jin Yu, @Hidetaka Arimura, #Takeshi Iwasaki, #Takumi Kodama, #YunHao Cui, @Yoshinao Oda

IEICE Technical Committee on Medical Imaging (MI)@Okinawa  2024.3 

体幹部定位放射線治療前の臨床特徴量と画像特徴量を用いた非小細胞肺がん患者の再発予測(March.4)

#兒玉拓巳，@有村秀孝，@白川友子，#二宮健太，@吉武忠正，@塩山善之

電子情報通信学会・医用画像研究会（MI）@沖縄県青年会館  2024.3 

Robust segmentation approach across various training-to-test ratios for gross tumor volume of lung tumor based on voting-fused deep learning(March.4)

#Yunhao Cui, @Hidetaka Arimura, @Tadamasa Yoshitake, @Yoshiyuki Shioyama, @Hidetake Yabuuchi

IEICE Technical Committee on Medical Imaging (MI)@Okinawa  2024.3 

非小細胞肺癌患者の治療前CT画像の穴解析を用いた予後予測(Feb.4)

#兒玉拓巳，@有村秀孝，@白川友子，#二宮健太，@吉武忠正，@塩山善之

令和５年度九州がんプロ全体研修会@みらいホール  2024.2 

CT image radiogenomic signatures for prediction of HOPX expression status for patients with non-small cell lung cancer (Feb.3)

#Yu Jin, @Hidetaka Arimura, #YunHao Cui, #Takumi Kodama, @Shinichi Mizuno, @Satoshi Ansai

2024.2 

冠動脈 CT 画像を用いた安定狭心症患者における病変特異的虚血の非侵襲的検出モデル (Feb.3)

#濱崎洋志，@有村秀孝，@山崎誘三，@深田光敬，@的場哲哉，@加藤豊幸

医用画像情報学会 令和５年度春期(第198回)大会＠九大病院キャンパス  2024.2 

期非小細胞肺癌患者の放射線治療前 CT 画像における穴解析を用いた再発予測 (Feb.3)

#兒玉拓巳，@有村秀孝，@白川友子，#二宮健太，@吉武忠正，@塩山善之

医用画像情報学会 令和５年度春期(第198回)大会@九大病院キャンパス  2024.2 

術前造影ダイナミックMRIを用いたトリプルネガティブ乳がん患者の識別(Nov.4)

#中垣 真優、@有村 秀孝、#Jin Yu、@藪内 英剛

第18回九州放射線医療技術学術大会＠大分  2023.11 

EGFR-TKI治療を受けた非小細胞肺癌患者の腫瘍細胞数経時変化予測モデルの開発(Nov.4)

#淵脇 尚哉、@有村 秀孝、@田中 謙太郎、#古田 凜太郎

第18回九州放射線医療技術学術大会＠大分  2023.11 

外科治療を受けた早期非小細胞肺癌患者の予後予測モデルの開発(Nov.4)

#深野 拓登、@有村 秀孝、@白川 友子、#兒玉 巧巳、@吉武 忠正、@塩山 善之

第18回九州放射線医療技術学術大会＠大分  2023.11 

体幹部定位放射線治療前のベッチ数特徴量を用いた非小細胞肺がん患者における局所領域再発予測(Sep. 30)

#兒玉 拓巳、@有村 秀孝、@白川 友子、@二宮 健太、@吉武 忠正、@塩山 善之

JAMIT若手医用画像工学シンポジウム: SAMIT2023＠つくば  2023.9 

Applications of topological radiomics (Medical imaging signatures with topology for cancer, mini-course 3, Sep.29) Invited International conference

@Hidetaka Arimura

WORKSHOP on Mathematics for Industry, Warsaw 25-29 September, 2023  2023.9 

Background and radiomics (Medical imaging signatures with topology for cancer, mini-course 1, Sep.28) Invited International conference

@Hidetaka Arimura

WORKSHOP on Mathematics for Industry, Warsaw 25-29 September, 2023  2023.9 

Medical background for topological radiomics (Medical imaging signatures with topology for cancer, mini-course 2, Sep.28) Invited International conference

@Hidetaka Arimura

WORKSHOP on Mathematics for Industry, Warsaw 25-29 September, 2023  2023.9 

高精度放射線治療におけるAI応用研究の現状と未来−AIは理由を説明すべきか？−(Sep.17) Invited

@有村 秀孝

第2回日本医用画像電子情報・人工知能研究会＠徳島  2023.9 

Harmonization補正のRadiomics特徴量を用いたCT画像上でのCOVID-19肺炎の重症度分類モデルの構築

#岩﨑貴大、@有村秀孝、#幾嶋宏二郎、#二宮健太、@岩永秀幸

第126回日本医学物理学会学術大会＠広島  2023.9 

Medical AI for Cancer(Sep.14) Invited International conference

@Hidetaka Arimura

4th SNU-KYU Joint Symposium  2023.9 

Issues in AI (Parallel Workshop: ACOMP Series, Artificial Intelligent, Aug. 12) Invited International conference

@Hidetaka Arimura

SEACOMP & PITFMB 2023, Aug. 10-13, Lombok  2023.8 

Prediction of Locoregional Recurrence in Non-Small Cell Lung Cancer Patients Prior to Stereotactic Ablative Radiotherapy Using Betti Number Imaging Signatures (Oral, Aug. 12) International conference

#Takumi Kodama, @Hidetaka Arimura, @Yuko Shirakawa, #Kenta Ninomiya, @Tadamasa Yoshitake, @Yoshiyuki Shioyama

SEACOMP & PITFMB 2023, Aug. 10-13  2023.8 

Prediction Model for the Time Variant Trajectories of Lung Tumor Growths After Tyrosine Kinase Inhibitor Therapy(Oral, Aug. 12) International conference

#Rintaro Furuta, @Hidetaka Arimura, @Kentaro Tanaka, @Yutaro Kabata, #Mai Egashira

SEACOMP & PITFMB 2023, Aug. 10-13  2023.8 

Topological Radiomics of Explainable AI (Plenary Session 7, Aug. 12) Invited International conference

@Hidetaka Arimura

SEACOMP & PITFMB 2023, Aug. 10-13, Lombok  2023.8 

「肺がん定位体放射線治療における3次元計画CT画像上のGTVに対する深層学習ネットワークのセグメンテーション性能への訓練対テスト比の影響（口頭7/28）

#崔 雲昊、@有村秀孝，@吉武忠正、@塩山善之、@藪内英剛

第42回日本医用画像工学会＠大阪  2023.7 

TKI治療後における肺腫瘍成長の経時変化予測モデル（口頭7/28）

#古田凜太郎、@有村秀孝，@田中 謙太郎、@加葉田雄太郎、#江頭 舞

第42回日本医用画像工学会＠大阪  2023.7 

Magnetic resonance imaging-based approach with topological radiomic features for prediction of malignancy grade in parotid gland cancer (Oral, June3)

#Kojiro Ikushima, @Hidetaka Arimura, @Ryuji Yasumatsu, @Hidemi Kamezawa, @Kenta Ninomiya

2023.6 

癌治療におけるAIの展開　ーレディオミクスから未来予測ー　(特別講演5/27) Invited

日本歯科放射線学会第63回学術大会, 2023年5月26-28日＠百年講堂  2023.5 

Prediction of Intracranial aneurysm rupture using Image features of unruptured intracranial aneurysm Magnetic Resonance Angiography images using the Radiomics method (Oral, April 14) International conference

#Quoc Cuong Le, @Hidetaka Arimura

2nd International Conference on Radiological Physics and Technology (ICRPT), April 13-16  2023.4 

画像診断技術の覧古考新：x2ai2x　(招待講演・4/15合同シンポジウム) Invited

第125回日本医学物理学会学術大会, 2023年4月13-16日  2023.4 

レディオミクス手法を用いた未破裂脳動脈瘤Magnetic Resonance Angiography画像の画像特徴量を使用した脳動脈瘤破裂予測手法の検討（4/16）

@山之内雅幸，@有村秀孝

第79回日本放射線技術学会総会学術大会, 2023年4月13-16日  2023.4 

Novel segmentation model for well-differentiated hepatocellular carcinoma regions using dense V-net with three phase images of dynamic contrast-enhanced CT (Oral, April 14) International conference

@Noriyuki Nagami, @Hidetaka Arimura, @Junichi Nojiri, #Cui Yunhao, #Kenta Ninomiya, @Manabu Ogata, @Mitsutoshi Oishi, @Keiichi Ohira, @Shigetoshi Kitamura, @Hiroyuki Irie

2nd International Conference on Radiological Physics and Technology (ICRPT), April 13-16  2023.4 

Topological radiomics prediction of distant metastasis after stereotactic ablative radiotherapy for stage I non-small cell lung cancer patients (Oral, April 13) International conference

#Takumi Kodama, @Hidetaka Arimura, @Yuko Shirakawa, #Kenta Ninomiya, @Tadamasa Yoshitake, @Yoshiyuki Shioyama

2nd International Conference on Radiological Physics and Technology (ICRPT), April 13-16  2023.4 

Prognoses Prediction of NSCLC Patients with CT Image Feature Linked with Gene Expression (Oral, April 16) International conference

#Yu Jin, @Hidetaka Arimura, #YunHao Cui, #Takumi Kodama, @Shinichi Mizuno

2nd International Conference on Radiological Physics and Technology (ICRPT), April 13-16  2023.4 

Prediction of tumor growth trajectories in patients with stage I Non-small Cell Lung Cancer receiving Stereotactic Body Radiotherapy　 (Oral, April 15) International conference

2023.4 

Comparison between Planning CT Image and Dose Distribution Signatures for Prediction of Radiation Pneumonitis in Patients with NSCLC before SABR (Oral, April 13) International conference

#Jyunya Eda, @Hidetaka Arimura, #Takumi Kodama, @Tadamasa Yoshitake

2nd International Conference on Radiological Physics and Technology (ICRPT), April 13-16  2023.4 

Topological prediction models for relapse of stage I patients with non-small cell lung cancer prior to stereotactic ablative radiotherapy (Poster) International conference

#Takumi Kodama, @Hidetaka Arimura, @Yuko Shirakawa, #Kenta Ninomiya, @Tadamasa Yoshitake, @Yoshiyuki Shioyama

SPIE Medical Imaging 2023, San Diego  2023.2 

Automated segmentation of stage I non-small cell lung cancer regions in radiation treatment planning CT images, (Oral, Feb.11)

2023.2 

Temporal Prediction of Tumor Growth Trajectory in Non-small Cell Lung Cancer Patients Treated with Immune Checkpoint Inhibitors, (Poster, Dec.11) International conference

#Kyomi Uchino, @Hidetaka Arimura, @Kentaro Tanaka, @Hidetake Yabuuchi

22nd Asia-Oceania Congress on Medical Physics (AOCMP 2022), December 10-12, 2022 in Taipei  2022.12 

Mathematical characterization of cancer in imaging biopsy　(Invited Speech, Dec.11) Invited International conference

2022.12 

Noninvasive Prediction of Myocardial Ischemia Based on Fractional Flow Reserve Derived from Coronary Computed Tomography, (Poster, Dec.11) International conference

#Hiroshi Hamasaki, @Hidetaka Arimura, @Yuzo Yamasaki, @Takayuki Yamamoto, @Mitsuhiro Fukata, T@etsuya Matoba, @Toyoyuki Kato, @Kousei Ishigami

22nd Asia-Oceania Congress on Medical Physics (AOCMP 2022), December 10-12, 2022 in Taipei  2022.12 

Imaging biopsy for extraction of tumor traits　(Keynote Speech, Dec.7) Invited International conference

2022.12 

Ⅰ期非小細胞肺癌患者の体幹部定位放射線治療による治療効果予測（口頭）

#光島 千稀、@有村 秀孝、@白川 友子、@吉武 忠正、#江頭 舞

第17回 九州放射線医療技術学術大会＠アクロス福岡  2022.11 

体幹部定位放射線治療後の非小細胞肺癌患者に対する放射線肺炎の予測（口頭）

#江田惇哉、@有村秀孝、#兒玉拓巳、@吉武忠正、@廣瀬 貴章

第17回 九州放射線医療技術学術大会＠アクロス福岡  2022.11 

Deep learning-based measurement of volume-based consolidation-to-tumor ratios on planning CT images of lung cancer SBRT patients（Poster, Sep.17）

第124回日本医学物理学会学術大会 (長崎)  2022.9 

Envisioning mathematical tumor characterization for imaging biopsy　(Keynote Speech, Sep.13) Invited International conference

2022.9 

CycleGANを用いた前立腺癌患者における仮想造影MR画像合成（口頭、7/30）

#平川勇也、@有村秀孝、#Yunhao Cui、@高山幸久、@西江昭弘、@石神康生

第41回日本医用画像工学会大会JAMIT  2022.7 

トポロジー画像解析による体幹部定位放射線治療を受けたステージI非小細胞肺癌患者の進行予測（口頭、7/31）

#兒玉拓巳、@有村秀孝、#二宮健太、@白川友子、@吉武忠正、@塩山善之　

第41回日本医用画像工学会大会JAMIT  2022.7 

ICI治療のNSCLC患者における肺腫瘍細胞数の経時変化曲線の推定（口頭、7/31）

#内野恭美、@有村秀孝、@田中謙太郎、@藪内英剛

第41回日本医用画像工学会大会JAMIT  2022.7 

Computational triage of severe patients caused by coronavirus disease 2019 pneumonia on CT images with radiomic signatures.(ePoster, July10-14) International conference

#Takahiro Iwasaki, @Hidetaka Arimura, #Kenta Ninomiya, @Hideyuki Iwanaga

AAPM2022 (LIVE and IN-PERSON at Washington)  2022.7 

Exploration of Generalization of Dense V-Networks On A Small Training Dataset In Segmenting Gross Tumor Volumes On 3D Planning CT Images for Lung Cancer Stereotactic Body Radiotherapy（Oral, Online, June13） International conference

2022.6 

Progression Predictability Based on Planning Computed Tomography Images for Early Stage Non-Small Cell Lung Cancer Patients with Stereotactic Ablative Radiotherapy（Oral, Online, June13） International conference

2022.6 

放射線診断分野におけるAI時代の若手研究者への期待 Expectations for young investigators in the age of AI in diagnostic field（Invited Speaker, April17）

2022.4 

Prediction of Time Variant Trajectory of Lung Tumor Growth During TKI Targeted Therapy（Oral, April15）

2022.4 

Radiomic classification of severity caused by coronavirus disease 2019 pneumonia based on CT images（Oral, April15）

2022.4 

Radiomic feature-based prediction model for malignancy grade of parotid gland cancer in preoperative magnetic resonance images（Oral, April14）

2022.4 

A Radiogenomic Signature for Prediction of Lung Cancer Prognosis: Association Between HOPX Gene Expression and CT Image Features（Oral, Online, April15）

2022.4 

Light GBM を用いたヘッセ指数画像による脳転移腫瘍の原発巣推定

#森山和俊, @有村秀孝, @小林和馬, #Quoc Cuong-Le, #浦上暉允, #二宮健太, #兒玉拓巳, @岡本裕之, @井垣浩

医用画像情報学会令和3年度春季(第192回)大会Web開催  2022.2 

癌治療におけるレディオミクスとAI（特別講演） Invited

@有村秀孝

第十七回前立腺癌密封小線源永久挿入治療研究会  2022.1 

数学的モデルを用いたEGFR-TKI治療における肺腫瘍細胞数の経時変化曲線の予測

#古田凜太郎、@有村秀孝，@田中 謙太郎、#江頭 舞、#Truong Gia Huy

第16回九州放射線医療技術学術大会（佐賀）  2021.12 

前立腺癌病理組織の画像特徴量と細胞密度との関係

#藤井和希、@有村秀孝，@木下史生、#浦上暉允、@渡邊壽美子、@高松大、@小田義直

第16回九州放射線医療技術学術大会（佐賀）  2021.12 

小児低悪性度グリオーマにおけるBRAF遺伝子変異の鑑別方法の開発

#白坂大輔、@有村秀孝，@菊地一史、#森山和俊、#浦上暉允

第16回九州放射線医療技術学術大会（佐賀）  2021.12 

Non-invasive imaging biopsy for characterizing diseases: (Invited Speech, November 04) Invited International conference

@Hidetaka Arimura

1st International Conference on Health Sciences and Biotechnology (ICHB)  2021.11 

Novel imaging biopsy models for characterizing tumors and its surrounding tissue: (Invited Speech, 21, October) Invited International conference

@Hidetaka Arimura

19th SEACOMP, 13th TMPS and the 14th ACOMP (Phuket, Thailand, Virtual congress)  2021.10 

Optimization mathematics for medical physics: (Invited Speech, 22, October) Invited International conference

@Hidetaka Arimura

19th SEACOMP, 13th TMPS and the 14th ACOMP  2021.10 

Radiomics Prediction for Progression in NSCLC Patients Treated with Stereotactic Body Radiation Therapy

#Takumi Kodama, @Hidetaka Arimura, #Kenta Ninomiya, @Yuko Shirakawa, @Tadamasa Yoshitake, @Yoshiyuki Shioyama

The 40th JAMIT Annual Hybrid Meeting  2021.10 

Radiomics analysis for prognostic prediction for time to progression in non-small cell lung cancer patients treated with stereotactic ablative radiotherapy (Sep.13) International conference

#Takumi Kodama, @Hidetaka Arimura

Symposium on Intelligent Data Science for Radiological Imaging between University of Malaya and Kyushu University, Virtual Meeting  2021.9 

Radiomics-based imaging biopsy approaches for precision radiology (Sep.13) International conference

@Hidetaka Arimura

Symposium on Intelligent Data Science for Radiological Imaging between University of Malaya and Kyushu University, Virtual Meeting  2021.9 

Radiomics and imaging biopsy approaches for precision medicine (Invited Speech at Symposium 3, Sep.10) Invited International conference

@Hidetaka Arimura

2021.9 

Pretreatment Prediction of Radiation Pneumonitis Based on Deep Transfer Learning after Lung Cancer Stereotactic Body Radiation Therapy (Oral, Sep.9) International conference

@Taka-aki Hirose, @Hidetaka Arimura, #Yunhao Cui, #Kenta Ninomiya, @Tadamasa Yoshitake, @Jun-ichi Fukunaga, @Yoshiyuki Shioyama

2021.9 

Radiomics and radiogenomics with AI for Oncology (Invited Speech, Sep.02) Invited International conference

@Hidetaka Arimura

AFOMP Monthly Webinar Series, Asia Oceania Federation of Organizations for Medical Physics AFOMP 20th Anniversary  2021.9 

Recurrence prediction for head and neck squamous cell cancer patients using local binary pattern-based dosiomics (Poster, July 25) International conference

#Hidemi Kamezawa, @Hidetaka Arimura

2021 AAPM Virtual Meeting  2021.7 

Computational Prediction of Symptomatic RP Based On Planning Computed Tomography Images Using Topologically Invariant Betti Numbers Prior to Stereotactic Body Radiation Therapy (Oral, July 28) International conference

#Kenta Ninomiya, @Hidetaka Arimura, @Tadamasa Yoshitake, @Takaaki Hirose, @Yoshiyuki Shioyama

2021 AAPM Virtual Meeting  2021.7 

Prediction of Therapeutic Outcomes of Patients with Non-Small Cell Lung Cancer for Stereotactic Ablative Radiotherapy Based On a Differential Model (Poster, July 26) International conference

#Mai Egashira, @Hidetaka Arimura, #Truong Huy, @Shirakawa Yuko, #Kenta Ninomiya, @Yoshiyuki Shioyama, @Tadamasa Yoshitake

2021 AAPM Virtual Meeting  2021.7 

Automatic Stratification of Prostate Cancer Patients Into Low- and High-Grade Groups Using a Support Vector Machine Model with Multiparametric Magnetic Resonance Image Features (Poster, July 29) International conference

#Akimasa Urakami, @Hidetaka Arimura, @Yukihisa Takayama, @Fumio Kinoshita, #Kenta Ninomiya, @Kenjiro Imada, @Sumiko Watanabe, @Akihiro Nishie, @Yoshinao Oda, @Kousei Ishigami

2021 AAPM Virtual Meeting  2021.7 

Radiomics and Radiogenomics for Precision Radiology: Underlying Information of Medical Images (Invited Speech, Medical physics session, July 3, 2021) Invited International conference

@Hidetaka Arimura

19th Asian Oceanian Society of Radiology (AOCR 2021) Malaysia  2021.7 

Preoperative and Non-Invasive Approach for Radiomic Biomarker-Based Prediction of Malignancy Grades in Patients with Parotid Gland Cancer in Magnetic Resonance Images Invited

@Hidemi KAMEZAWA, @Hidetaka ARIMURA, @Ryuji YASUMATSU, #Kenta NINOMIYA, #Shu HASEAI

2021.6 

脳MR画像解析に基づく転移性脳腫瘍の原発巣推定

#森山 和俊，@有村 秀孝，@小林 和馬，#Quoc Cuong Le，#二宮 健太，#浦上 暉允，@岡本 裕之 @井垣 浩

医用画像情報学会令和3年度年次(第190回)大会(Web開催)  2021.6 

COVID-19診断における人工知能の応用 (Apr. 16), 合同シンポジウム1「新型コロナウイルス感染症の全貌に迫る」

2021.4 

Estimation of tumor growth trajectories during TKI targeted therapy based on Gompertz model (Oral, Apr. 17)

#Truong Gia Huy, @Hidetaka Arimura, @Kentaro Tanaka, #Kenta Ninomiya

The 121st Scientific Meeting of the Japan Society of Medical Physics (JSMP)  2021.4 

High Resolution Reconstruction of Low-Frequency MR Images Using Convolutional Neural Network (Oral, Apr.17)

#Yuya Hirakawa, @Hidetaka Arimura, #Cui Yunhao

2021.4 

Radiomics Prediction for Progression in NSCLC Patients Treated with Stereotactic Body Radio Therapy (Oral, Apr.17)

#Takumi Kodama, @Hidetaka Arimura, #Kenta Ninomiya, @Yuko Shirakawa, @Tadamasa Yoshitake, @Yoshiyuki Shioyama

2021.4 

Prediction of Therapeutic Outcomes for Patients with Non-small Cell Lung Cancer who Received Stereotactic Ablative Radiotherapy (Oral, Apr.17)

#Mai Egashira, @Hidetaka Arimura, #Truong Gia Huy, @Yuko Shirakawa, #Kenta Ninomiya, @Tadamasa Yoshitake, @Yoshiyuki Shioyama

2021.4 

Radiogenomic imaging biopsy for EGFR-Mutated patients with non-small cell lung cancer based on contrast CT images using invariant Betti numbers (Oral, Apr. 16)

#Kenta Ninomiya, @Hidetaka Arimura, @Wai Yee Chan, @Kentaro Tanaka, @Shinichi Mizuno, @Nadia Fareeda Muhammad Gowdh, @Nur Adura Yaakup, @Chong-Kin Liam, @Chee-Shee Chai, @Kwan Hoong Ng

The 121st Scientific Meeting of the Japan Society of Medical Physics (JSMP)  2021.4 

Deep Learning-Based Prediction of Radiation Pneumonitis after Lung Cancer Stereotactic Body Radiation Therapy (Oral, Apr.17)

@Taka-aki Hirose, @Hidetaka Arimura, #Yunhao Cui, #Kenta Ninomiya, @Tadamasa Yoshitake, @Jun-ichi Fukunaga, @Yoshiyuki Shioyama

The 77th Annual Meeting of the Japanese Society of Radiological Technology (JSRT)  2021.4 

AI-segmentation of gross tumor volumes on 3D planning CT images for lung cancer stereotactic ablative radiotherapy based on dense V-networks (Oral, Jan. 26) International conference

#Yunhao Cui, @Hidetaka Arimura, #Risa Nakano, @Tadamasa Yoshitake, @Yoshiyuki Shioyama, @Hidetake Yabuuchi

International Forum on Medical Imaging in Asia (IFMIA) 2021, Hybrid conference (Taipei)  2021.1 

Novel recognition approach of TKI-sensitizing EGFR mutations in non-small cell lung cancer patients using topologically invariant Betti numbers (Oral, Jan. 25) International conference

#Kenta Ninomiya, @Hidetaka Arimura, @Wai Yee Chan, @Kentaro Tanaka, @Shinichi Mizuno, @Nadia Fareeda Muhammad Gowdh, @Nur Adura Yaakup, @Chong-Kin Liam, @Chee-Shee Chai, @Kwan Hoong Ng

International Forum on Medical Imaging in Asia (IFMIA) 2021, Hybrid conference (Taipei)  2021.1 

What is the medical physics from academic point of view? (Keynote Speech, Dec.18) Invited International conference

@Hidetaka Arimura

The 1st International Symposium on Physics and Application 2020 (ISPA 2020) Indonesia  2020.12 

Prediction of Tumor Growth Trajectories During Molecularly Targeted Therapy Based on Mathematical Models (E-Poster) International conference

#Truong Gia Huy, @Hidetaka Arimura, @Kentaro Tanaka, #Kenta Ninomiya

20th Asia-Oceania Congress on Medical Physics (AOCMP), 18th South-East Asian Congress of Medical Physics (SEACOMP)  2020.12 

How to make a research plan for young investigators (Invited Speech, Dec.4) Invited International conference

@Hidetaka Arimura

20th Asia-Oceania Congress on Medical Physics (AOCMP), 18th South-East Asian Congress of Medical Physics (SEACOMP)  2020.12 

Novel technologies of advanced radiomics for clinical practices (Invited Speech, Dec.5) Invited International conference

@Hidetaka Arimura

20th Asia-Oceania Congress on Medical Physics (AOCMP), 18th South-East Asian Congress of Medical Physics (SEACOMP)  2020.12 

Automatic stratification of prostate cancer patients into low- and high-grade groups based on multiparametric MR image feature analysis (E-Poster) International conference

#Akimasa Urakami, @Hidetaka Arimura, @Fumio Kinoshita, #Kenta Ninomiya, @Sumiko Watanabe, @Kenjiro Imada, @Yoshinao Oda

20th Asia-Oceania Congress on Medical Physics (AOCMP), 18th South-East Asian Congress of Medical Physics (SEACOMP)  2020.12 

CT-based convolutional-neural-network segmentation of poorly differentiated HCCs with lung-cancer-based transfer learning (E-Poster) International conference

#Noriyuki Nagami, @Hidetaka Arimura, @Junichi Nojiri, #Kenta Ninomiya, @Reika Ohgushi, @Satoshi Takita, @Manabu Ogata, @Shigetoshi Kitamura, @Hiroyuki Irie

20th Asia-Oceania Congress on Medical Physics (AOCMP), 18th South-East Asian Congress of Medical Physics (SEACOMP)  2020.12 

Radiomics with Artificial Intelligence in Radiation Oncology (Invited Speech, Nov.19) Invited International conference

@Hidetaka Arimura

Korean Association for Lung Cancer 2020, International Conference Virtual (2020 KALC)  2020.11 

CT-Radiomics特徴量を用いた非小細胞肺癌定位照射後の放射線肺臓炎予測 (口頭)

@廣瀬貴章, @有村秀孝, #二宮健太, @吉武忠正, @福永淳一, @塩山善之

日本放射線腫瘍学会第33回学術大会（JASTRO2020）  2020.10 

Sciences in Medical Imaging and Radiomics (Keynote Speech, Sep. 24) Invited International conference

@Hidetaka Arimura

The 10th International Seminar on New Paradigm and Innovation on Natural Science and Its Application (ISNPINSA-10)  2020.9 

Identification of primary cancer sites of brain metastases based on brain MR image feature analysis (Sep. 25) International conference

#Kazutoshi Moriyama, @Hidetaka Arimura, @Kazuma Kobayashi, #Quoc Cuong-Le, #Kenta Ninomiya, #Akimasa Urakami, @Hiroyuki Okamoto, @Hiroshi Igaki

The 10th International Seminar on New Paradigm and Innovation on Natural Science and Its Application (ISNPINSA-10)  2020.9 

Radiomics-based analysis for prediction of five-year overall survivals in head-and-neck cancer patients (Sep. 25) International conference

#Quoc Cuong-Le, @Hidetaka Arimura,#Kenta Ninomiya, #Hidemi Kemezawa

The 10th International Seminar on New Paradigm and Innovation on Natural Science and Its Application (ISNPINSA-10)  2020.9 

Automatic stratification of prostate cancer patients into low- and high-grade groups using machine learning models with MR image features

#Akimasa Urakami, @Hidetaka Arimura, @Fumio Kinoshita, @Kenjiro Imada, @Yukihisa Takayama, @Akihiro Nishie, @Kousei Ishigami, @Yoshinao Oda, @Sumiko Watanabe

2020.9 

A novel topologically invariant radiomic features for prognostic prediction in lung cancer patients (Sep. 18)

#Kenta Ninomiya, @Hidetaka Arimura

2020.9 

Preoperative Non-invasive Grading of Parotid Gland Cancer Malignancy Using Radiomic MR Features (Blue Ribbon e-Poster, July 12) International conference

@Hidemi Kamezawa, @Hidetaka Arimura, @Ryuji Yasumatsu, #Kenta Ninomiya

2020 Joint AAPM/COMP Virtual Meeting  2020.7 

CT-based convolutional-neural-network segmentation of HCC regions with lung-cancer-based transfer learning (Poster, Blue ribbon, July 16) International conference

#Noriyuki Nagami, @Hidetaka Arimura, @Junichi Nojiri, #Risa Nakano, #Kenta Ninomiya, @Manabu Ogata, @Satoshi Takita, @Shigetoshi Kitamura, @Hiroyuki Irie

2020 Joint AAPM/COMP Virtual Meeting  2020.7 

Phenotyping potential of topologically invariant Betti numbers for epidermal growth factor receptor mutations in non-small cell lung cancer patients (Oral, July 16) International conference

#Kenta Ninomiya, @Hidetaka Arimura, @Wai Yee Chan, @Kentaro Tanaka, @Shinichi Mizuno, @Nadia Fareeda Muhammad Gowdh, @Nur Adura Yaakup, @Chong-Kin Liam, @Chee-Shee Chai, @Kwan Hoong Ng

2020 Joint AAPM/COMP Virtual Meeting  2020.7 

Radiomic prediction of radiation pneumonitis on pretreatment planning CT images of lung cancer patients receiving stereotactic body radiation therapy (Oral, July 14) International conference

@Taka-aki Hirose, @Hidetaka Arimura, #Kenta Ninomiya,@Tadamasa Yoshitake, @Jun-ichi Fukunaga, @Yoshiyuki Shioyama

2020 Joint AAPM/COMP Virtual Meeting  2020.7 

Keynote lecture (President of the 119th Scientific Meeting of the Japan Society of Medical Physics) Invited

@Hidetaka Arimura

The 119th Scientific Meeting of the Japan Society of Medical Physics (WEB conference)  2020.5 

Distinguishability between Lymph Nodes and Metastasis from Head and Neck Cancer Using Image Features Calculated on CT Images

#Satoshi Sakata,@Arimura Hidetaka, @Ryo Toya, #Yudai Kai

The 119th Scientific Meeting of the Japan Society of Medical Physics (WEB conference)  2020.5 

Feasibility of Convolutional-neural-networks-based Segmentation of HCC Region with Transfer Learning for Lung Cancer

#Noriyuki Nagami, @Hidetaka Arimura, @Junichi Nojiri, #Risa Nakano, #Kenta Ninomiya, @Manabu Ogata, @Satoshi Takita, @Shigetoshi Kitamura, @Hiroyuki Irie

The 119th Scientific Meeting of the Japan Society of Medical Physics (WEB conference)  2020.5 

Prediction of Axillary Lymph Node Metastasis of Breast Cancer Using Radiomics Features in MRI Images

@Satoshi Yoshidome, @Hidetaka Arimura, #Yunhao Cui

The 119th Scientific Meeting of the Japan Society of Medical Physics (WEB conference)  2020.5 

MR-radiomic Biopsy for Prediction of Malignancy Grade in Parotid Gland Cancer

@Hidemi Kamezawa, @Hidetaka Arimura, @Ryuji Yasumatsu, #Kenta Ninomiya

The 119th Scientific Meeting of the Japan Society of Medical Physics (WEB conference)  2020.5 

Exploration of Image Features Associated with Ruptures of Intracranial Aneurysms Using Magnetic Resonance Angiography

#Masayuki Yamanouchi, @Hidetaka Arimura

The 119th Scientific Meeting of the Japan Society of Medical Physics (WEB conference)  2020.5 

Automatic Stratification of Prostate Cancer Patients Using SVM Built with MR Image Features

#Akimasa Urakami, @Hidetaka Arimura, @Kenjiro Imada, @Fumio Kinoshita, @Yoshinao Oda

The 119th Scientific Meeting of the Japan Society of Medical Physics (WEB conference)  2020.5 

Radiomic Prediction of Radiation Pneumonitis in Patients Receiving Stereotactic Body Radiation Therapy for Lung Cancer

@Takaaki Hirose, @Hidetaka Arimura, #Kenta Ninomiya, @Tadamasa Yoshitake, @Jun-ichi Fukunaga , @Yoshiyuki Shioyama

The 119th Scientific Meeting of the Japan Society of Medical Physics (WEB conference)  2020.5 

A Radiomics-based Prediction of Five-year Survival Probabilities of Head-and-Neck Cancer Patients

#Le C. Quoc, @Hidetaka Arimura, #Kenta Ninomiya, @Hidemi Kamezawa, @Yutaro Kabata

The 119th Scientific Meeting of the Japan Society of Medical Physics (WEB conference)  2020.5 

Radiotherapeutic smart imaging with radiomics (Joint Symposium2 ／ Smart Imaging - QIBA vs Radiomics vs AI -) Invited

2020.5 

Homology-based approach for prognostic prediction of lung cancer using novel topologically invariant radiomic features (Oral, Feb. 20) International conference

#Kenta Ninomiya, @Hidetaka Arimura

SPIE Medical imaging (Houston, Texas, 15-20, Feb.)  2020.2 

MR-radiomic biopsy for estimation of malignancy grade in parotid gland cancer (Poster) International conference

@Hidemi Kamezawa, @Hidetaka Arimura, @Ryuji Yasumatsu, #Kenta Ninomiya

SPIE Medical imaging (Houston, Texas, 15-20, Feb.)  2020.2 

MRAを用いた脳動脈瘤の破裂に関連する画像特徴量 (口頭)

#山之内雅幸、@有村秀孝

電子情報通信学会医用画像研究会 (MI) (沖縄, 1/29- 1/30)  2020.1 

レディオミクス画像解析による EGFR 変異型肺癌識別法 (口頭) International conference

#二宮健太、@有村秀孝、@田中謙太郎

日本放射線腫瘍学会　第32回学術大会 (名古屋, 11/21-23)  2019.11 

Prediction of prostate cancer malignancy using MR image features (Oral)

#Akimasa Urakami, @Arimura Hidetaka, @Kenjiro Imada, @Fumio Kinoshita, @Yoshinao Oda

2019.11 

Comparison of image features between lymph nodes and lymph node metastasis in head and neck CT images (Oral)

#Satoshi Sakata,@Arimura Hidetaka, @Ryo Toya, #Yudai Kai

2019.11 

Automatic classification of histological subtypes of NSCLC by using deep learning (Oral)

#Takahiro Ochiai, @Arimura Hidetaka, #Risa Nakano, #Kenta Ninomiya

2019.11 

Current status and next stage of radiomics (Plenary Speaker, Aug. 8) Invited International conference

@Hidetaka Arimura

17th SEACOMP and 3rd PIT-FMB (Bali, 8-10, Aug. 2019)  2019.8 

Prediction of Five-year Survival Probabilities of Head-and-neck Cancer Patients Based on Radiomic Signatures Selected by Coxnet　(Oral, Aug. 8 ) International conference

2019.8 

Reveal of Uncertainties of Soft-Tissue-based Patient Registration Due to Inter- and Intra-observer Variability in IGRT Era for Prostate Cancer Radiation Therapy(Oral, Aug. 8) International conference

@Taka-aki Hirose, @Hidetaka Arimura, @Jun-ichi Fukunaga, @Saiji Ohga

PIT-FMB & SEACOMP2019 (Bali, 8-10, Aug. 2019)  2019.8 

AFOMP&SEAFOMP　Professional Development: What the Future Holds　(Aug. 10) Invited International conference

2019.8 

Dense V-Net automated segmentation approach for gross tumor volumes on 3D planning CT images for lung cancer　(Poster+Oral)

第38回日本医用画像工学会大会(JAMIT) (Nara, July24-26, 2019)  2019.7 

Prediction of five-year survival probabilities of head-and-neck cancer patients using support vector machine based on radiomic signatures selected by Coxnet(Poster+Oral)

#LE Cuong Quoc, @Hidetaka Arimura, #Masahiro Yamada, @Hidemi Kamezawa

2019.7 

Automated approach for estimation of sizes of lung cancer on planning CT images using dense V-net CNN with non-negative matrix factorization　(Poster+Oral)

第38回日本医用画像工学会大会(JAMIT) (Nara, July24-26, 2019)  2019.7 

Classification of histological subtypes of NSCLC using Coxnet and NMF (Poster+Oral)

#Masahiro Yamada,@ Arimura Hidetaka, #Kenta Ninomiya

2019.7 

Feasibility of different prognostic prediction models for lung cancer stages I-IIIB based on radiomic signatures (Oral) International conference

#Kenta Ninomiya, @Hidetaka Arimura

AAPM2019 (San Antonio, Texas, 14-18, 2019)  2019.7 

Deep learning-based malignancy grade prediction models of parotid gland cancer using preoperative MR images (Poster) International conference

@Hidemi Kamezawa, @Hidetaka Arimura, @Ryuji Yasumatsu, #Kenta Ninomiya, #Shu Haseai

AAPM2019 (San Antonio, Texas, 14-18, 2019)  2019.7 

「AIの時代をどう迎えるか」 JRSシンポジウム7「放射線治療はどう変わってきたか、そしてどう変わっていくか？」 (招待講演, April 13) Invited

有村秀孝

第78回日本医学放射線学会総会 (Yokohama, April, 11-14, 2019)  2019.4 

Exploring potential of radiomic features in identification of EGFR-mutant in lung cancer patients (Oral, 12-April-2019)

#Kenta Ninomiya, @Hidetaka Arimura, @Kentaro Tanaka

the 117th Scientific Meeting of the Japan Society of Medical Physics (JSMP) (Yokohama, April, 11-14, 2019)  2019.4 

Automated approach for estimation of sizes of unruptured intracranial aneurysms in MRA images by using localized sparse non-negative matrix factorization (Oral, 12-April-2019)

#Ma Zhuangfei,@ Arimura Hidetaka, @Kakeda Shingo, @Korogi Yukunnori

the 117th Scientific Meeting of the Japan Society of Medical Physics (JSMP) (Yokohama, April, 11-14, 2019)  2019.4 

Monte-Carlo Simulation-based Estimation of Intravoxel Incoherent Motion (IVIM) Parameters in Diffusion-weighted MRI (Oral, 13-April-2019)

#Alamgir Hossain, @Hidetaka Arimura, #Kenta Ninomiya, @Fumio Kinoshita, @Sumiko Watanabe, @Kenjiro Imada, @Yoshinao Oda

the 117th Scientific Meeting of the Japan Society of Medical Physics (JSMP) (Yokohama, April, 11-14, 2019)  2019.4 

Selection of wavelet basis functions in radiomic prediction for prognoses in head and neck cancer patients (Oral, 12-April-2019)

#Aki Yoshihisa, @Hidetaka Arimura, @Hidemi Kamezawa, #Soufi Mazen, #Masahiro Yamada

the 117th Scientific Meeting of the Japan Society of Medical Physics (JSMP) (Yokohama, April, 11-14, 2019)  2019.4 

Prognostic shape-based features on CT images for non-small-cell lung cancer patients (Oral, 12-April-2019)

#Sachine Nakayama, @Hidetaka Arimura, #Mohammad Haekal, #Masahiro Yamada

the 117th Scientific Meeting of the Japan Society of Medical Physics (JSMP) (Yokohama, April, 11-14, 2019)  2019.4 

Radiomics-based malignancy estimation of parotid gland tumor using preoperative magnetic resonance images (Oral, 12-April-2019)

@Hidemi Kamezawa, @Hidetaka Arimura, @Ryuji Yasumatsu, @Soufi Mazen, #Kenta Ninomiya, #Shu Haseai

the 117th Scientific Meeting of the Japan Society of Medical Physics (JSMP) (Yokohama, April, 11-14, 2019)  2019.4 

Uncertainties of Soft-Tissue-based Patient Registration by Multiple Observers Using Cone-beam CT for Prostate Cancer Radiation Therapy (Oral)

#Taka-aki Hirose, @Hidetaka Arimura, @Junichi Fukunaga, @Saiji Ohga

the 117th Scientific Meeting of the Japan Society of Medical Physics (JSMP) (Yokohama, April, 11-14, 2019)  2019.4 

Analyzing the integration of PET/CT images acquired in a non-radiotherapy treatment position into the GTV delineation of nasopharyngeal carcinoma using the deformable image registration (Oral)

#Yudai Kai, @Hidetaka Arimura, @Ryo Toya, @Tetsuo Saito, @Tomohiko Matsuyama, @Yoshiyuki Fukugawa

2019.4 

Comparative analysis of cold spots in VMAT versus IMRT plans in prostate cancer ( Poster, 20190302) International conference

#Tran Thi Thao Nguyen, @Hidetaka Arimura, #Ryosuke Asamura, #Taka-aki Hirose, @Saiji Ohga, @Jun-ichi Fukunaga

2019.3 

Potentials of radiomics with AI in clinical practice of radiotherapy (シンポジウム1・招待講演・20190302) Invited

第32回高精度放射線外部照射部会学術大会 ( 東京・虎ノ門ヒルズフォーラム)  2019.3 

前立腺癌における病理画像特徴量とグリソンスコアの関係 (Oral, 23-Jan-2019)

#二宮健太, @有村秀孝, #小柳遼馬, @木下史生, #アラムギール　ホッセン, @渡邊壽美子, @今田憲二郎, @小田義直

電子情報通信学会 医用画像研究会 (沖縄, 21-23, Jan. 2019)  2019.1 

Automated classification of histological subtypes of NSCLC using support vector　machines with radiomic features (Oral, 7-Jan-2019) International conference

2019.1 

Radiomics-based malignancy prediction of parotid gland tumor (Oral, 7-Jan-2019) International conference

@Hidemi Kamezawa, @Hidetaka Arimura, @Ryuji Yasumatsu, #Shu Haseai, #Kenta Ninomiya

IWAIT-IFMIA2019 (Singapore, 6-9 Jan. 2019)  2019.1 

Automated segmentation framework of lung gross tumor volumes on 3D planning CT images using dense V-Net deep learning (Oral, 7-Jan-2019) International conference

#Risa Nakano, @Hidetaka Arimura, #Mohammad Haekal, @Saiji Ohga

IWAIT-IFMIA2019 (Singapore, 6-9 Jan. 2019)  2019.1 

Automated approach for estimation of sizes of unruptured intracranial aneurysms in MRA images using localized principal component analysis (Oral, 7-Jan-2019) International conference

#Zhuangfei Ma, @Hidetaka Arimura, @Shingo Kakeda, @Yukunori Korogi

IWAIT-IFMIA2019 (Singapore, 6-9 Jan. 2019)  2019.1 

Radiomics-based prediction of malignant potential in patients with parotid gland cancer (Oral, 27-Nov-2018) International conference

@Hidemi Kamezawa, @Hidetaka Arimura, @Ryuji Yasumatsu, @Mazen Souf, #Shu Haseai, #Kenta Ninomiya

104th Radiological Society of North America (RSNA, Nov-25-30, 2018, Chicago)  2018.11 

Medical Physics Practice in the Era of Artificial Intelligence (Round Table Forum 1, 13-Nov-2018) Invited International conference

@Hidetaka Arimura

18th Asia-Oceania Congress of Medical Physics and 16th South-East Asia Congress of Medical Physics (AOCMP, 11-14-Nov-2018, Kuala Lumpur)  2018.11 

Computationally analysis of cold spots in dose distributions of VMAT plans for prostate cancer (Oral, 20181113) International conference

#Tran Thi Thao Nguyen, @Hidetaka Arimura, #Ryosuke Asamura, #Taka-aki Hirose, @Saiji Ohga, @Jun-ichi Fukunaga

18th Asia-Oceania Congress of Medical Physics and 16th South-East Asia Congress of Medical Physics (AOCMP, Kuala Lumpur)  2018.11 

Estimation of Intravoxel Incoherent Motion (IVIM) Parameters using Monte-Carlo Simulation of Diffusion MRI (Oral, 20181113) International conference

#Alamgir Hossain, @Hidetaka Arimura, @Hidetake Yabuuchi, #Kenta Ninomiya, @Fumio Kinoshita, @Sumiko Watanabe, @Kenjiro Imada, #Ryoma Koyanagi, @Yoshinao Oda

18th Asia-Oceania Congress of Medical Physics and 16th South-East Asia Congress of Medical Physics (AOCMP, Kuala Lumpur)  2018.11 

Automated estimation framework for lung tumor location in kilovolte cone-beam computed tomography images for target-based positioning in lung stereotactic body radiotherapy (Oral, 20181113) International conference

@Satoshi Yoshidome, @Hidetaka Arimura, @Kotaro Terashima, #Masakazu Hirakawa, #Taka-aki Hirose, @Junichi Fukunaga, @Yasuhiko Nakamura

18th Asia-Oceania Congress of Medical Physics and 16th South-East Asia Congress of Medical Physics (AOCMP, Kuala Lumpur)  2018.11 

Data-Science-Based Radiomics (Radiomics & Artificial Intelligence Workshop, 11-Nov-2018) Invited International conference

@Hidetaka Arimura

18th Asia-Oceania Congress of Medical Physics and 16th South-East Asia Congress of Medical Physics (AOCMP, Kuala Lumpur)  2018.11 

Overview of Radiomics with Artificial Intelligence (Radiomics Symposium, 12-Nov-2018) Invited International conference

@Hidetaka Arimura

18th Asia-Oceania Congress of Medical Physics and 16th South-East Asia Congress of Medical Physics (AOCMP, Kuala Lumpur)  2018.11 

Relationships between Gleason scores and image features (Oral)

#Ryoma Koyanagi, @Hidetaka Arimura, @Fumio Kinoshita, #Alamgir Hossain, @Sumiko Watanabe, @Kenjiro Imada, #Kenta Ninomiya, #Yoshinao Oda

2018.11 

Prognostic shape-based features on CT images for NSCLC patients (Oral)

#Sachine Nakayama, @Hidetaka Arimura, #Mohammad Haekal, #Masahiro Yamada

2018.11 

Investigation of the optimal mother wavelet in survival prediction of head and neck cancer patients using wavelet decomposition-based radiomic features (Oral)

#Aki Yoshihisa, @Hidetaka Arimura, #Mazen Soufi, #Masahiro Yamada

2018.11 

Ｄevelopment of an automated segmentation of tumor area of prostate cancer using deep learning(Oral)

第13回九州放射線医療技術学術大会 (沖縄, 11月10～11日)  2018.11 

類似症例に基づく肋骨線量を考慮した肺定位放射線治療自動立案法(口頭、10/11)

#長谷合修，@有村秀孝、@浅井佳央里，@吉武忠正，@大賀才路，@塩山善之、@本田浩，@佐々木智成

日本放射線腫瘍学会第31回学術大会(京都, 10月11日～13日)  2018.10 

治療計画CT画像において深層学習を用いた3種類の肺癌の肉眼的腫瘍体の抽出(要望演題、口頭、10/12)

#中野里彩，@有村秀孝、@大賀才路

日本放射線腫瘍学会第31回学術大会(京都, 10月11日～13日)  2018.10 

Functions of data science in medical physics (Plenary Speaker, Aug 11, 2018) Invited International conference

Hidetaka Arimura

Annual Scientific Meeting on Medical Physics and Biophysics (Semarang, Aug. 10-12, 2018)  2018.8 

Evaluation of Uncertainty and PTV Margins in Image-guided Target-based Patient Positioning for Prostate Cancer (Poster, 20180729)

The 60th Annual Meeting of American Association of Physicists in Medicine (AAPM)  2018.7 

Clinical knowledge-based estimation of target position displacements using machine learning architectures in prostate intensity modulated radiotherapy(Poster, 20180729)

#Yudai Kai,@Hidetaka Arimura, #Kenta Ninomiya, @Masato @Maruyama, @Yuji Nakaguchi, @Yoshinobu Shimohigashi

The 60th Annual Meeting of American Association of Physicists in Medicine (AAPM)  2018.7 

Investigation of radiomic feature selection approaches for survival prediction of squamous cell head and neck cancer patients based on features selected from squamous cell lung cancer patients (Oral、20180725)

第37回日本医用画像工学会大会(筑波, 7月25日～27日, 2018)  2018.7 

前立腺癌放射線治療におけるベイズ領域推定法のための解剖学的特徴点に基づいた前立腺位置推定法 (口頭、20180726)

#二宮健太, @有村秀孝, #笹原基希, #廣瀬貴章, @大賀才路

第37回日本医用画像工学会大会(筑波, 7月25日～27日, 2018)  2018.7 

主成分分析を用いたレディオミクス特徴量による肺癌患者の予後予測法 (口頭、20180725)

#山田真大、@有村秀孝、#マーゼン・スーフィ

第37回日本医用画像工学会大会(筑波, 7月25日～27日, 2018)  2018.7 

Medical Image Analysis in Radiomics for Personalized Cancer Treatment from Medical Physics Point of View (Joint Sessions, June 20, 2018) Invited

Hidetaka Arimura

2018.6 

What could radiomics do for improving high precision radiotherapy? (Symposium Sessions, May 19, 2018) Invited International conference

Hidetaka Arimura

The 6th Taiwan-Japan Radiation Oncology Symposium (Taichung, May19, 2018)  2018.5 

Current Status and Perspectives of Radiomics for Personalized Radiation Therapy (Joint symposium, Apr.14) Invited

Hidetaka Arimura

115th Scientific Meeting of the Japan Society of Medical Physics (Yokohama, Apr.12-15, 2018)  2018.4 

Deep-learning-based segmentation of GTV regions of lung cancer using datasets of planning CT and PET/CT images (Oral, Apr.15)

#Risa Nakano, Hidetaka Arimura, #Ryosuke Asamura, Saiji Ohga, Hiroshi Honda, Tomonari Sasaki

115th Scientific Meeting of the Japan Society of Medical Physics (Yokohama, Apr.12-15, 2018)  2018.4 

Development of a framework for prediction of lung cancer patients’ prognoses using PCA-based radiomics features(Oral, Apr.15)

2018.4 

Meaningful life in Japan within six months (Oral, Apr.15)

#Ma Zhuangfei

115th Scientific Meeting of the Japan Society of Medical Physics (Yokohama, Apr.12-15, 2018)  2018.4 

An investigation of geometric uncertainties of the rectum surfaces due to the shape variations in prostate cancer radiation therapy (Oral, Apr.14)

#Mohammad Haekal, Hidetaka Arimura, Yusuke Shibayama, #Taka-aki Hirose, Saiji Ohga, Junichi Fukunaga, Yoshiyuki Umezu, Hiroshi Honda, Tomonari Sasaki

115th Scientific Meeting of the Japan Society of Medical Physics (Yokohama, Apr.12-15, 2018)  2018.4 

Effect of a brachytherapy applicator and tissue heterogeneity on dose distributions using Monte Carlo simulations for cervical cancer (Oral, Apr.14)

#Tran Thi Thao Nguyen, Hidetaka Arimura, Yoshifumi Oku, Takahiro Iwasaki, Takahiro Nakamoto, Toshioh Fujibuchi, Takashi Yoshiura

115th Scientific Meeting of the Japan Society of Medical Physics (Yokohama, Apr.12-15, 2018)  2018.4 

Evaluation of Uncertainty in Target-based Patient Positioning in IGRT for Prostate Cancer (Oral, Apr.12)

#Taka-aki Hirose, Hidetaka Arimura, Junichi Fukunaga, Yoshiyuki Umezu, Saiji Ohga, Tomonari Sasaki

The 74th annual meeting of the Japanese Society of Radiological Technology (Yokohama, Apr.12-15, 2018)  2018.4 

Automated Localization Approach of Prostates for Radiotherapy using Anatomical-feature-based Machine Learning and its Feasibility in Bayesian Target Contouring Framework (Oral, Apr.15)

#Kenta Ninomiya, Hidetaka Arimura, #Motoki Sasahara, #Taka-aki Hirose, Saiji Ohga, Yoshiyuki Umezu, Hiroshi Honda

The 74th annual meeting of the Japanese Society of Radiological Technology (Yokohama, Apr.12-15, 2018)  2018.4 

An Approach for Estimation of Target Displacements in Prostate IMRT using Artificial Neural Networks(Oral, Apr.14)

#Yudai Kai, Hidetaka Arimura, #Kenta Ninomiya, Masato Maruyama, Yuji Nakaguchi, Yoshinobu Shimohigashi

The 74th annual meeting of the Japanese Society of Radiological Technology (Yokohama, Apr.12-15, 2018)  2018.4 

Quantification of feasibility of a metal artifact reduction technique for delineation of GTV in RTP for head and neck cancer (Oral, Apr.12)

#Noriyuki Nagami, Hidetaka Arimura, Mazen Soufi, Mitsutoshi Ohishi, Takeshi Imaizumi, Kouji Uba, Hiroyuki Irie

The 74th annual meeting of the Japanese Society of Radiological Technology (Yokohama, Apr.12-15, 2018)  2018.4 

Automated Framework for Estimation of Lung Tumor Locations in Kilovolt Cone-beam Computed Tomography Images for Target-based Patient Positioning in Stereotactic Lung Body Radiotherapy(Oral, Apr.12)

#Satoshi Yoshidome, Hidetaka Arimura, Kotaro Terashima, Masakazu Hirakawa, #Taka-aki Hirose, Junichi Fukunaga, Yasuhiko Nakamura

The 74th annual meeting of the Japanese Society of Radiological Technology (Yokohama, Apr.12-15, 2018)  2018.4 

Survival prediction of head and neck cancer patients based on image features selected by using artificial neural network(Oral, Apr.15)

#Hidemi Kamezawa, Hidetaka Arimura, Mazen Soufi

115th Scientific Meeting of the Japan Society of Medical Physics (Yokohama, Apr.12-15, 2018)  2018.4 

Discovering optimal mother wavelets in extraction of CT image-based radiomic features for survival prediction of lung cancer patients (Oral, Apr.15)

Mazen Soufi, Hidetaka Arimura, Saiji Ohga, #Taka-aki Hirose, Yoshiyuki Umezu, Hiroshi Honda, Tomonari Sasaki

115th Scientific Meeting of the Japan Society of Medical Physics (Yokohama, Apr.12-15, 2018)  2018.4 

Potentials of Radiomics in Cancer Treatment (Invited Speaker, March 20) Invited International conference

Hidetaka Arimura

International Workshop on the Biological (BER 2018, March 19-20, 2018, Osaka)  2018.3 

Survival prediction of squamous cell head and neck cancer patients based on radiomic features selected from lung cancer patients using artificial neural network (Poster, Feb.14) International conference

Hidemi Kamezawa, @Hidetaka Arimura, Mazen Soufi

SPIE medical imaging (Houston, USA, Feb.10-15, 2018)  2018.2 

Bayesian delineation framework of clinical target volumes for prostate cancer radiotherapy using an anatomical-features-based machine learning technique (Poster, Feb.14) International conference

#Kenta Ninomiya, @Hidetaka Arimura, #Motoki Sasahara, Taka-aki Hirose, Saiji Ohga, Yoshiyuki Umezu, Hiroshi Honda, Tomonari Sasaki

SPIE medical imaging (Houston, USA, Feb.10-15, 2018)  2018.2 

Perspectives of High Precision Radiotherapy with Radiomics （特別企画 Advanced lecture未来予想図 III：AIシテル 、レディオゲノミクス） Invited

有村 秀孝, Mazen Soufi

日本放射線腫瘍学会 第31回高精度放射線外部照射部会学術大会（大阪）  2018.2 

前立腺癌放射線治療における腫瘍ベース患者セットアップ法の検討(Oral)

#笹原基希，有村秀孝，＃廣瀬貴章，＃二宮健太，柴山祐亮，大賀才路，福永淳一，梅津芳幸，本田浩，佐々木智成

医用画像情報学会（MII） 平成29年度春季（第180回）大会(岐阜)  2018.1 

Dosimetric analysis of cold spots in intensity-modulated radiation therapy for the treatment of prostate cancer (Oral)

#Tran Thi Thao Nguyen, Hidetaka Arimura, #Ryosuke Asamura, #Mazen Soufi, Saiji Ohga, Hiroshi Honda, Tomonari Sasaki

2018.1 

主成分分析に基づいたレディオミクス特徴量による肺癌患者予後推定法の開発（口頭）

山田 真大, 有村 秀孝, Mazen Soufi

第12回九州放射線医療技術学術大会（鹿児島）  2017.11 

肺定位放射線治療におけるfully convolutional networks-Alexnetを用いた肉眼的腫瘍体積の自動抽出法の開発（口頭）

中野 里彩, 有村 秀孝, 浅村 崚介, 大賀 才路, 本田 浩, 佐々木 智成

第12回九州放射線医療技術学術大会（鹿児島）  2017.11 

モンテカルロシミュレーションを用いた様々な拡散環境と拡散強調画像との関係性（口頭）

大倉野 裕士, 有村 秀孝, 西懸 大介, 熊澤 誠志

第12回九州放射線医療技術学術大会（鹿児島）  2017.11 

前立腺癌IMRTにおけるPTVマージンに対するCTV形状変動の影響　(Oral)

第30回日本放射線腫瘍学会学術大会 (大阪, 11月17～19日, 2017)  2017.11 

Analysis of the relationships between target translation errors and their circumstances including normal organs for prostate radiotherapy (Poster) (Japan Journal of Medical Physics, ​Vol. 37, Sup. 3, p. 114, 2017) International conference

2017.9 

Quantification of interfractional CTV shape variations based on statistical point distribution model for prostate cancer radiation therapy(Oral) (Japan Journal of Medical Physics, ​Vol. 37, Sup. 3, p. 81, 2017) International conference

2017.9 

Physics-based Radiotherapy to Radiomics-based Radiotherapy　(Plenary Speaker) Invited

2017.8 

Investigation of the appropriate dose index for evaluation of patient organ doses in cone-beam computed tomography scanning by using a Monte Carlo simulation (Poster) International conference

Hidemi Kamezawa, Hidetaka Arimura, Hiroyuki Arakawa, Noboru Kameda

59th Annual Meeting of American Association of Physicists in Medicine (AAPM2017, Denver)  2017.7 

What is the most optimal mother wavelet in radiomic analysis for the survival prediction of lung cancer patients?　(Oral) International conference

2017.7 

An investigation of interfractional rectum shape variations based on a statistical shape analysis for prostate cancer radiotherapy (Poster) International conference

Mohammad Haekal, Hidetaka Arimura, Yusuke Shibayama, Taka-aki Hirose, Saiji Ohga, Yoshiyuki Umezu, Yasuhiko Nakamura, Hiroshi Honda, Tomonari Sasaki

59th Annual Meeting of American Association of Physicists in Medicine (AAPM2017, Denver)  2017.7 

Computational Analysis for Dose Distributions of Cold Spots in Intensity Modulated Radiotherapy for Prostate Cancer (Poster) International conference

Ryousuke Asamura, Hidetaka Arimura, Mazen Soufi, Saiji Ohga, Hiroshi Honda, Tomonari Sasaki

59th Annual Meeting of American Association of Physicists in Medicine (AAPM2017, Denver)  2017.7 

Computer-assisted treatment planning approach using similar cases for lung stereotactic body radiation therapy(Poster) International conference

Shu Haseai, Hidetaka Arimura, Misato Imai, Tadamasa Yoshitake, Yoshiyuki Shioyama, Hiroshi Honda, Saiji Ohga, Tomonari Sasaki

59th Annual Meeting of American Association of Physicists in Medicine (AAPM2017, Denver)  2017.7 

前立腺癌放射線治療における臨床標的体積の自動抽出法（口頭）

二宮健太, 有村 秀孝, 笹原基希, 廣瀬貴章, 大賀 才路, 梅津芳幸, 本田 浩, 佐々木智成

第36回日本医用画像工学会大会　JAMIT2017 (岐阜)  2017.7 

レディオミクスベース放射線治療(オーガナイズドセッション・Oral) Invited

第36 回日本医用画像工学会大会(JAMIT2017)  2017.7 

Correlation in radiomic features between EPID and digitally reconstructed radiography images　(Oral)

第36回日本医用画像工学会大会 JAMIT2017　(岐阜)  2017.7 

From Image-Based Computational Radiotherapy to Radiomics　画像ベース計算機支援放射線治療からレディオミクスへ (Oral) Invited

第73回日本放射線技術学会総会学術大会  2017.4 

Investigation of the correlation in radiomics features between EPID and digitally reconstructed radiography images (Oral)

Mazen Soufi, Hidetaka Arimura, Saiji Ohga, Taka-aki Hirose, Yoshiyuki Umezu, Takahiro Nakamoto, Hiroshi Honda, Tomonari Sasaki

The 113th Annual Scientific Meeting of the Japan Society of Medical Physics JSMP2017 (Yokohama)  2017.4 

Monte Carlo simulations Analysis of Dosimetric Impacts of Titanium Applicator and Tissue Inhomogeneity for Cervical Intracavitary Brachytherapy (Oral)

Tran Thi Thao Nguyen, Hidetaka Arimura, Yoshifumi Oku, Takahiro Iwasaki, Takashi Yoshiura

The 113th Annual Scientific Meeting of the Japan Society of Medical Physics JSMP2017 (Yokohama)  2017.4 

Computational analysis of rectum translation variability in prostate cancer radiotherapy (Oral)

Mohammad Haekal, Hidetaka Arimura, Yusuke Shibayama, Taka-aki Hirose, Takahiro Nakamoto, Saiji Ohga, Yoshiyuki Umezu, Yasuhiko Nakamura, Hiroshi Honda, Tomonari Sasaki

The 113th Annual Scientific Meeting of the Japan Society of Medical Physics JSMP2017  2017.4 

Impact of shape variations on PTV margins in IMRT for prostate cancer (Oral)

Taka-aki Hirose, Hidetaka Arimura, Yusuke Shibayama, Junichi Fukunaga, Yoshiyuki Umezu, Saiji Ohga, Tomonari Sasaki

The 113th Annual Scientific Meeting of the Japan Society of Medical Physics JSMP2017  2017.4 

Computer-assisted treatment planning approach with genetic algorithm-based optimization using similar cases for lung stereotactic body radiation therapy (Oral)

Shu Haseai, Hidetaka Arimura, Misato Imai, Saiji Ohga, Yoshiyuki Shioyama, Hiroshi Honda, Tomonari Sasaki

The 113th Annual Scientific Meeting of the Japan Society of Medical Physics JSMP2017  2017.4 

Ouantitative analysis for coldspots in dose distributions of IMRT for prostate cancer (Oral)

Ryousuke Asamura, Hidetaka Arimura, Mazen Soufi, Ze Jin, Tomonari Sasaki, Hiroshi Honda

The 113th Annual Scientific Meeting of the Japan Society of Medical Physics JSMP2017 (Yokohama)  2017.4 

Automated contouring framework based on Bayesian inference for prostate cancer radiation therapy (Oral)

Kenta Ninomiya, Hidetaka Arimura, Motoki Sasahara, Saiji Ohga, Yoshiyuki Umezu, Hiroshi Honda, Tomonari Sasaki

The 113th Annual Scientific Meeting of the Japan Society of Medical Physics JSMP2017  2017.4 

Automated framework for estimation of lung tumor locations in kV-CBCT images for tumor-based patient positioning in stereotactic lung body radiotherapy(Poster) International conference

Satoshi Yoshidome, Hidetaka Arimura, Koutarou Terashima, Masakazu Hirakawa, Taka-aki Hirose, Junichi Fukunaga, Yasuhiko Nakamura

SPIE Medical Imaging 2017 (Orlando)  2017.2 

Reconstruction of four-dimensional computed tomography images during treatment time using electronic portal imaging device images based on a dynamic 2D/3D registration (Poster) International conference

Takahiro Nakamoto, Hidetaka Arimura, Taka-aki Hirose, Saiji Ohga, Yoshiyuki Umezu, Yasuhiko Nakamura, Hiroshi Honda, Tomonari Sasaki

SPIE Medical Imaging 2017 (Orlando)  2017.2 

画像誘導患者位置決めシステムにおけるノイズ抑制フィルタを用いた患者被ばく線量低減の可能性(Oral)

亀澤秀美, 有村秀孝, 亀田登, 尻枝勝敏, 大喜雅文

医用画像情報学会（MII）平成28年度春季（第177回）大会  2017.1 

Computational delineation approach for gross tumor volume regions of lung tumors using a support vector machine (Oral) International conference

Koujiro Ikushima, Hidetaka Arimura, Ze Jin, Hidetake Yabuuchi, Jyunpei Kuwazuru, Yoshiyuki Shioyama, Tomonari Sasaki, Hiroshi Honda, Masayuki Sasaki

2017.1 

Computational analysis on rectum positional variability by centroid measurement in prostate cancer treatment (Oral)

Mohammad Haekal, Hidetaka Arimura, Yusuke Shibayama, Taka-aki Hirose, Takahiro Nakamoto, Saiji Ohga, Yoshiyuki Umezu, Yasuhiko Nakamura, Hiroshi Honda, Tomonari Sasaki

2017.1 

Probabilistic atlas model of asymptomatic intracranial aneurysms on a computer-aided framework for detecting aneurysms (Orlal) International conference

Kazuya Hirakawa, Hidetaka Arimura, Ze Jin, Shingo Kakeda, Fumio Yamashita, Makoto Sasaki, Yukunori Korogi

The International Forum on Medical Imaging in Asia (IFMIA) 2017 (Okinawa)  2017.1 

Feasibility of an automated framework for estimation of patient positioning errors in radiation therapy using range images acquired by an infrared ray-based range sensor (Poster) International conference

Mazen Soufi, Hidetaka Arimura, Katsumasa Nakamura, Taka-aki Hirose, Yoshiyuki Umezu, Yoshiyuki Shioyama, Fukai Toyofuku

The International Forum on Medical Imaging in Asia (IFMIA) 2017 (Okinawa)  2017.1 

Automated segmentation of various gross tumor volumes based on fuzzy-C means clustering for stereotactic lung radiotherapy (Oral) International conference

Yasuo Kawata, Hidetaka Arimura, Koujiro Ikushima, Ze Jin, Hidetake Yabu-uchi, Tomonari Sasaki, Hiroshi Honda, Yoshiyuki Shioyama, Masayuki Sasaki

International Workshop on Advanced Image Technology (IWAIT 2017), (Penang, Malaysia)  2017.1 

Novel retrieval technologies for similar images and personal identification in computer-aided diagnosis and radiation therapy(Mini Symposium) International conference

Hidetaka Arimura, Chisako Muramatsu, Hiroshi Fujita, Yen-Wei Chen, Kensuke Wakasugi, Akitoshi Katsumata, Takafumi Aoki

International Conference On Medical Physics 2016 (ICMP2016)  2016.12 

Investigation of a target-based patient positioning framework for image-guided radiotherapy in prostate cancer treatment (Oral) International conference

Motoki Sasahara, Hidetaka Arimura, Yusuke Shibayama, Taka-aki Hirose, Saiji Ohga, Yoshiyuki Umezu, Hiroshi Honda, Tomonari Sasaki

International Conference On Medical Physics 2016 (ICMP2016) (Thailand)  2016.12 

2D/3D registration-based framework for estimating 4D dose distributions according to dynamic images of an EPID during SBRT for lung cancer (Oral) International conference

International Conference On Medical Physics 2016 (ICMP2016) (Thailand)  2016.12 

Which patient dose index is appropriate for cone-beam computed tomography? (Oral) International conference

Hidemi Kamezawa, Hidetaka Arimura, Noboru Kameda

International Conference On Medical Physics 2016 (ICMP2016)  2016.12 

Impact of asymptomatic intracranial　aneurysms probabilistic atlas model on a computer-aided framework for detecting small aneurysms (Oral) International conference

2016.11 

Machine-learning-based delineation approach for gross tumor volume region of three types of lung tumors using planning CT and PET/CT datasets　(computer-based custom application exhibit) International conference

2016.11 

コンピュータ支援放射線治療計画における自動化技術(ワークショップ講演)

有村秀孝

第29回日本放射線腫瘍学会学術大会(京都)  2016.11 

Usefulness of PTV margins with taking into account shape variation in IMRT plans for prostate cancer (Poster)

Taka-aki Hirose, Hidetaka Arimura, Yusuke Shibayama, Jun-ichi Fukunaga, Yoshiyuki Umezu, Ohga Saiji, Tomonari Sasaki

2016.11 

Feasibility of a metal artifact reduction technique in RTP for head and neck cancer (Oral)

2016.11 

放射線技術の発展と人材育成～科学研究費助成事業を通じて～（シンポジウム講演）

有村 秀孝

第11回九州放射線医療技術学術大会(大分)  2016.11 

放射線治療計画における前立腺領域自動抽出法の開発（口頭）

二宮健太, 有村 秀孝, 笹原基希, 大賀 才路, 梅津芳幸, 本田 浩, 佐々木智成

第11回九州放射線医療技術学術大会(大分)  2016.11 

類似症例に基づく計算機支援肺定位放射線治療計画法の開発　（口頭）

長谷合修, 有村 秀孝, 今井美里, 吉武 忠正, 野中歩美, 大賀 才路, 本田 浩, 佐々木智成

第11回九州放射線医療技術学術大会(大分)  2016.11 

人工ニューラルネットワークを用いた肺腫瘍領域の自動抽出法の開発　(口頭)

森田　拳斗, 有村秀孝, 幾嶋宏二郎, Ze Jin, 藪内英剛, 塩山善之, 佐々木智成, 本田浩, 佐々木雅之

第11回九州放射線医療技術学術大会(大分)  2016.11 

高精度放射線治療におけるFCMに基づく肉眼的腫瘍体積抽出法の研究(口頭)

河田康雄, 有村秀孝, 幾嶋宏二郎, Ze Jin, 藪内英剛, 塩山善之, 佐々木智成, 本田浩, 佐々木雅之

医用画像情報学会（MII）平成28年度秋季（第176回）大会(サンポートホール高松)  2016.10 

What are researchers? -Messages to young investigators- (Plenary Talk) Invited International conference

Hidetaka Arimura

Vietnamese-Japanese Students' Scientific Exchange Meeting VJSE 2016 (Fukuoka)  2016.9 

磁気共鳴血管画像における脳動脈瘤のコンピュータ支援検出と将来展望 (ワークショップ) Invited

日本機械学会2016年度年次大会 (福岡)  2016.9 

Robustness of adaptive intracavitary brachytherapy for uterine cervical cancer against interfractional location variations of organs and/or applicators (Poster)

Yoshifumi Oku, Hidetaka Arimura, Tran Thi Thao Nguyen, Yoshiyuki Hiraki, Masahiko Toyota, Yasumasa Saigo, Takashi Yoshiura, Hideki Hirata

2016.9 

A computational methodology for determination of CTV-to-PTV margins with inter fractional shape variations based on a statistical point distribution model for prostate cancer radiation therapy (Oral) International conference

Yusuke Shibayama, Hidetaka Arimura, Taka-aki Hirose, Katsumasa Nakamura, Ohga Saiji, Tomonari Sasaki, Yoshiyuki Umezu, Yasuhiko Nakamura, Hiroshi Honda

The American Association of Physicists in Medicine (AAPM) 2016 (Washington, DC)  2016.7 

MachineLearningBased Delineation Framework of GTV Regions of Solid and Ground Glass Opacity Lung Tumors at Datasets of Planning CT and PET/CT Images (e-Poster) International conference

Koujiro Ikushima, Hidetaka Arimura, Ze Jin, Jyunpei Kuwazuru, Yoshiyuki Shioyama, Tomonari Sasaki, Hiroshi Honda, Masayuki Sasaki

The American Association of Physicists in Medicine (AAPM) 2016 (Washington, DC)  2016.8 

Impact of PTV Margins With Taking Into Account Shape Variation On IMRT Plans For Prostate Cancer (Poster) International conference

Taka-aki Hirose, Hidetaka Arimura, Yusuke Shibayama, Junich Fukunaga, Yoshiyuki Umezu, Saiji Oga, Tomonari Sasaki

The American Association of Physicists in Medicine (AAPM) 2016 (Washington, DC)  2016.7 

Automatic target-based patient positioning framework for image-guided radiotherapy in prostate cancer treatment (Poster) International conference

Motoki Sasahara, Hidetaka Arimura, Yusuke Shibayama, Taka-aki Hirose, Saiji Ohga, Yoshiyuki Umezu, Hiroshi Honda, Tomonari Sasaki

The American Association of Physicists in Medicine (AAPM) 2016 (Washington, DC)  2016.7 

An ellipsoid convex enhancement filter based computer-aided diagnostic framework of intracranial aneurysms in MRA images (Oral) International conference

Ze Jin, Hidetaka Arimura, Shingo Kakeda, Fumio Yamashita, Makoto Sasaki, Yukunori Korogi

The American Association of Physicists in Medicine (AAPM) 2016 (Washington, DC)  2016.8 

Computerized Framework for Marker-less Localization of Anatomical Feature Points in Range Images Based on Differential Geometry Features for Image-Guided Radiation Therapy (Oral) International conference

Mazen Soufi, Hidetaka Arimura, Katsumasa Nakamura, Taka-aki Hirose, Yoshiyuki Umezu, Yoshiyuki Shioyama, Fukai Toyofuku

The American Association of Physicists in Medicine (AAPM) 2016 (Washington, DC)  2016.7 

前立腺癌に対する強度変調放射線治療における線量分布上のコールドスポット検出のための計算的手法（口頭）

浅村　崚介, 有村 秀孝, Soufi Mazen, Ze Jin, 佐々木智成, 本田 浩

第35回日本医用画像工学会大会(千葉)  2016.7 

放射線治療における確率アトラスとベイズ推定を用いたコーンビームCT上の前立腺領域自動抽出（口頭）

笹原基希, 有村 秀孝, 柴山祐亮, 廣瀬貴章, 大賀才路, 梅津芳幸, 本田 浩, 佐々木智成

第35回日本医用画像工学会大会(千葉)  2016.7 

An approach for evaluation of dose distributions in intensity modulated radiotherapy planning for prostate cancer (Oral)

Ryosuke Asamura, Hidetaka Arimura, Mazen Soufi, Ze Jin, Tomonari Sasaki, Hiroshi Honda

2016.4 

元第1段審査委員から見た申請書の書き方 -How to prepare the application form for KAKENHI- From the viewpoint of an ex-primary judge- (JSMP科研費セミナー) Invited

第111回日本医学物理学会学術大会 (横浜)  2016.4 

Systematic Framework for Estimating In-vivo Four-Dimensional Dose Distributions during Treatment Delivery in Stereotactic Body Radiotherapy Based on a 2D/3D Registration with an Adaptive Transformation Parameters Approach (Oral)

Takahiro Nakamoto, Hidetaka Arimura, Tomonari Sasaki, KEN'ICHI MOROOKA, Taka-aki Hirose, Yasuhiko Nakamura, Yoshiyuki Umezu, Hiroshi Honda, Hideki Hirata

2016.4 

A comparison study of four patient dose indices for cone-beam computed tomography (Oral)

Hidemi Kamezawa, Hidetaka Arimura

2016.4 

Algorithm Performance Evaluation: Gradient-descent, Simulated Annealing, and Hybrid Method for Finding an Optimum of a Function (Oral)

Mohammad Haekal, Freddy Haryanto, Zamzam Ibnu Sina, Hidetaka Arimura

2016.4 

Automated localization of anatomical feature points in infrared ray-based range images of patient surfaces by using differential geometry (Oral)

Mazen Soufi, Hidetaka Arimura, Katsumasa Nakamura, Taka-aki Hirose, Yoshiyuki Umezu, Yoshiyuki Shioyama, Fukai Toyofuku

2016.4 

Automated framework for estimation of lung tumor locations in MV-CBCT images for target-based patient positioning in stereotactic body radiotherapy(Oral)

Satoshi Yoshidome, Hidetaka Arimura, Katsumasa Nakamura, Yoshiyuki Shioyama, Kazushige Atsumi, Yasuhiko Nakamura, Hideki Yoshikawa, Kei Nishikawa, Masakazu Hirakawa

2016.4 

Investigation of Useful Hyperintensity Enhanced MR Images for Detection of Brain Metastases (Oral)

Chiaki Tokunaga, Hidetaka Arimura, Kazufumi Kikuchi, Takashi Yoshiura, Satoshi Yoshidome, Kouji Kobayashi, Akio Hiwatashi, Osamu Togao, Koji Yamashita, Yasuhiko Nakamura, Hiroshi Honda

2016.4