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年10月   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年9月   Pretreatment Prediction of Radiation Pneumonitis Based on Deep Transfer Learning after Lung Cancer Stereotactic Body Radiation Therapy

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年6月   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年4月   The 121st Scientific Meeting of the Japan Society of Medical Physics (JSMP, Yokohama)   Radiogenomic imaging biopsy for EGFR-Mutated patients with non-small cell lung cancer based on contrast CT images using invariant Betti numbers

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

2021年4月   The 77th Annual Meeting of the Japanese Society of Radiological Technology (JSRT, Yokohama)   "Deep Learning-Based Prediction of Radiation Pneumonitis after Lung Cancer Stereotactic Body Radiation Therapy"

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年1月   International Forum on Medical Imaging in Asia (IFMIA) 2021, Hybrid conference, Jan.24-27, 2021,Taipei   "Novel recognition approach of TKI-sensitizing EGFR mutations in non-small cell lung cancer patients using topologically invariant Betti numbers"

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年8月   17th SEACOMP & the 3rd PIT-FMB　(Bali, Indonesia, 8-10, Aug 2019)   "Prediction of Five-year Survival Probabilities of Head-and-neck Cancer Patients Based on Radiomic Signatures Selected by Coxnet"

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年11月   18th Asia-Oceania Congress of Medical Physics and 16th South-East Asia Congress of Medical Physics (AOCMP, Kuala Lumpur, 13-Nov-2018)   "Computationally analysis of cold spots in dose distributions of VMAT plans for prostate cancer"

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年9月   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年4月   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年6月   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年4月   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年12月   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年12月   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年9月   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年4月   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年12月   13th South-East Asian Congress of Medical Physics (SEACOMP2015, Dec.10 - 12, 2015 in Yogyakarta, Indonesia)   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年4月   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年4月   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年10月   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

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年4月   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年2月   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.

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年11月   14th International Symposium on Advanced Intelligent Systems (ISIS2013 in Daejeon, Korea)   Automated estimation of intra-fractional patient setup errors by using range images obtained via time-of-flight camera

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年9月   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年4月   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年6月   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年4月   Radiological Physics and Technology   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年2月   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

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年11月   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年10月   6th Japan-Korea Joint Meeting on Medical Physics (JKMP) 11th Asia-Oceania Congress of Medical Physics (AOCMP) , 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年10月   6th Japan-Korea Joint Meeting on Medical Physics (JKMP) 11th Asia-Oceania Congress of Medical Physics (AOCMP) , 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年10月   10th Asia-Oceania Congress of Medical Physics (AOCMP) Oct.17, Taipei   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年10月   10th Asia-Oceania Congress of Medical Physics(AOCMP) Oct.17 ,Taipei   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年9月   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年9月   World Automation Congress (WAC) Sep.21, Kobe   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年9月   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年4月   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年4月   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年3月   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年11月   Radiological Society of North America   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年7月   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年5月   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」

Deep learning model fusion improves lung tumor segmentation accuracy across variable training-to-test dataset ratios 査読 国際誌

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

Physical and Engineering Sciences in Medicine (Published: 07 August 2023)   2023年8月

Three-dimensional topological radiogenomics of epidermal growth factor receptor Del19 and L858R mutation subtypes on computed tomography images of lung cancer patients 査読 国際誌

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

Computer Methods and Programs in Biomedicine (Volume 236, June 2023, 107544)   2023年6月

CT image-based biopsy to aid prediction of HOPX expression status and prognosis for non-small cell lung cancer patients 査読 国際誌

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

Cancers 2023, 15(8), 2220 (Published:10 April 2022)   2023年4月

Topology-based radiomic features for prediction of parotid gland cancer malignancy grade in magnetic resonance images 査読 国際誌

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

Magnetic Resonance Materials in Physics, Biology and Medicine, Published: 20 April 2023   2023年4月

Recurrence prediction with local binary pattern-based dosiomics in patients with head and neck squamous cell carcinoma 査読 国際誌

@Hidemi KAMEZAWA, @Hidetaka ARIMURA

Physical and Engineering Sciences in Medicine (Published: 05 December 2022)   2022年12月

Dual segmentation models for poorly and well-differentiated hepatocellular carcinoma using two-step transfer deep learning on dynamic contrast-enhanced CT images 査読 国際誌

#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年12月

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? 査読 国際誌

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

Metabolites 12(972) 1-12   2022年10月

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

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

APPLIED SCIENCES-BASEL 12(17)   2022年9月

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 査読

#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年9月

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. 査読 国際誌

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

Thoracic cancer 13(15) 2117-2126   2022年8月

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

#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年2月

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. 査読 国際誌

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

PloS one 17(1) e0263292   2022年1月

Automated approach for segmenting gross tumor volumes for lung cancer stereotactic body radiation therapy using CT-based dense V-networks 査読 国際誌

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

Journal of Radiation Research, Volume 62, Issue 2, March 2021, Pages 346–355   2021年3月

Robust identification of EGFR mutated NSCLC patients from three countries using Betti numbers 査読 国際誌

#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年1月

Radiomic features based on Hessian index for prediction of prognosis in head-and-neck cancer patients 査読 国際誌

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

Scientific Reports 10, 21301 (2020)   2020年12月

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

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

Medical Imaging and Information Sciences 2020 Volume 37 Issue 4   2020年12月

Radiomic prediction of radiation pneumonitis on pretreatment planning computed tomography images prior to lung cancer stereotactic body radiation therapy 査読 国際誌

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

Scientific Reports 10, 20424 (2020)   2020年11月

Automated classification of urinary stones based on microcomputed tomography images using convolutional neural network 査読 国際誌

@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年10月

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 査読

#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年10月

Diagnostic Value of FDG-PET/CT for the Identification of Extranodal Extension in Patients With Head and Neck Squamous Cell Carcinoma. 査読 国際誌

@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年4月

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

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

Radiological Physics and Technology   2020年3月

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 査読

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

Japanese Journal of Radiology, vol.38, pp256–264   2020年3月

Semi-automated prediction approach of target shifts using machine learning with anatomical features between planning and pretreatment CT images in prostate radiotherapy 査読 国際誌

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

Journal of Radiation Research,Volume 61, Issue 2, Pages 285–297   2020年3月

Automated Approach for Estimation of Grade Groups for Prostate Cancer based on Histological Image Feature Analysis 査読 国際誌

#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年2月

Observer Uncertainties of Soft Tissue-based Patient Positioning in IGRT 査読 国際誌

#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年1月

Homological radiomics analysis for prognostic prediction in lung cancer patients 査読 国際誌

#Kenta NINOMIYA, @Hidetaka ARIMURA

Physica Medica: European Journal of Medical Physics, Volume 69 Page 90-100   2020年1月

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 査読

#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年10月

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

#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年6月

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

#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年3月

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

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

Radiological Physics and Technology 2018, 11:434–444   2018年11月

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

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

Physica Medica: European Journal of Medical Physics, October 2018, Volume 54, Pages 66–76   2018年10月

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

#Mazen Soufi, @Hidetaka Arimura, #Noriyuki Nagami

Medical Physics 2018 Nov;45(11):5116-5128. Epub 2018 Oct 19.   2018年10月

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 査読

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年9月

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 査読 国際誌

Hidemi Kamezawa, Hidetaka Arimura, Hiroyuki Arakawa, Noboru Kameda

Radiation Protection Dosimetry, Volume 181, Issue 4, 1 November 2018, Pages 333–342   2018年3月

Computational analysis of interfractional anisotropic shape variations of the rectum in prostate cancer radiation therapy 査読 国際誌

#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年2月

Exploration of temporal stability and prognostic power of radiomic features based on electronic portal imaging device images 査読 国際誌

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年2月

Impact of Pixel-based Machine-Learning Techniques on Automated Frameworks for Delineation of Gross Tumor Volume Regions for Stereotactic Body Radiation Therapy 査読 国際誌

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

Physica Medica: European Journal of Medical Physics　Volume 42, October 2017, Pages 141-149   2017年10月

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

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

Medical Physics, Volume 44, Issue 5, Pages 1837–1845, DOI:10.1002/mp.12217, First published: 20 April 2017   2017年5月

Educational outcomes of a medical physicist program over the past 10 years in Japan 査読 国際誌

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年4月

Computer-assisted framework for machine-learning-based delineation of GTV regions on datasets of planning CT and PET/CT images 査読 国際誌

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年1月

Feasibility of Differential Geometry-Based Features in Detection of Anatomical Feature Points on Patient Surfaces in Range Image-Guided Radiation Therapy 査読 国際誌

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

International Journal of Computer Assisted Radiology and Surgery, November 2016, Volume 11, Issue 11, pp 1993–2006, First Online: 13 June 2016, DOI:10.1007/s11548-016-1436-x   2016年11月

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 査読 国際誌

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年11月

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 査読

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年10月

Feasibility of patient dose reduction based on various noise suppression filters for cone-beam computed tomography in an image-guided patient positioning system 査読 国際誌

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年5月

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 査読

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年3月

An Ellipsoid Convex Enhancement Filter for Detection of Asymptomatic Intracranial Aneurysm Candidates in CAD Frameworks 査読 国際誌

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年1月

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 査読 国際誌

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

Radiological Physics and Technology, DOI 10.1007/s12194-015-0317-2   2015年6月

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

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年3月

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 査読 国際誌

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

BioMed Research International   2014年12月

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

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年11月

Quantitative evaluation of the robustness of beam directions based on power spectral analysis of water-equivalent path length image in charged particle therapy 査読 国際誌

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年7月

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

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年4月

Similar-case-based optimization of beam arrangements in stereotactic body radiotherapy for assisting treatment planners 査読 国際誌

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

BioMed Research International, Volume 2013 (2013), Article ID 309534, 10 pages   2013年11月

Computer-aided beam arrangement based on similar cases in radiation treatment planning databases for stereotactic lung radiation therapy. 査読 国際誌

Taiki Magome, Hidetaka Arimura, Yoshiyuki Shioyama, Asumi Mizoguchi, Chiaki Tokunaga, Katsumasa Nakamura, Hiroshi Honda, Masafumi Ohki, Fukai Toyofuku, Ｈｉｄｅｋｉ Ｈｉｒａｔａ

Journal of Radiation Research   54 ( 3 )   569 - 577   2013年5月

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 査読

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年4月

Computerized estimation of patient setup errors in portal images based on localized pelvic templates for prostate cancer radiotherapy 査読 国際誌

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年11月

Automated Estimation of Number of Implanted Iodine-125 Seeds for Prostate Brachytherapy based on Two-View Analysis of Pelvic Radiographs 査読 国際誌

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年9月

Esophageal Stenosis Associated with Tumor Regression in Radiation Therapy for Esophageal Cancer: Frequency and Prediction 査読 国際誌

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年4月

Automated Detection of Multiple Sclerosis Candidate Regions in MR Images: False-Positive Removal with Use of an ANN-controlled Level Set Method 査読 国際誌

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

Radiological Physics and Technology   2012年1月

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 査読

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年10月

Estimation of focal and extra-focal radiation profiles based on Gaussian modeling in medical linear accelerators 査読 国際誌

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年7月

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 査読

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年3月

Automated segmentation method of white matter and gray matter regions with multiple sclerosis lesions in MR images. 査読 国際誌

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年1月

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 査読 国際誌

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

Computerized Medical Imaging and Graphics   2010年5月

Computer-Aided Evaluation Method of White Matter Hyperintensities Related to Subcortical Vascular Dementia Based on Magnetic Resonance Imaging 査読 国際誌

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

Computerized Medical Imaging and Graphics   2010年5月

A clinical evaluation of visual feedback-guided breath-hold reproducibility of tumor location 査読 国際誌

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年11月

Age-Related Microstructural Changes in Subcortical White Matter During Postadolescent Periods in Men Revealed by Diffusion-Weighted MR Imaging. 査読 国際誌

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

Human Brain Mapping   2009年10月

Computer-aided Diagnosis Systems for Brain Diseases in Magnetic Resonance Images 査読 国際誌

Arimura H, MagomeT, Yamashita Y, Yamamoto D.

Algorithms   2009年7月

Computerized method for estimation of the location of a lung tumor on EPID cine images without implanted markers in stereotactic body radiotherapy 査読 国際誌

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年2月

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

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

International Journal of Computer Assisted Radiology and Surgery(CARS)   2008年7月

Computerized method for classification of patients with Alzheimer's disease based on segmentation of serebral cortical regions including hippocampal regions. 査読 国際誌

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年7月

Computer-aided detection of multiple sclerosis lesions based on three types of blain MR images 査読 国際誌

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年7月

Computer-aided Detection of Ischemic Lesions related to Subcortical Vascular Dementia on Magnetic Resonance Images. 査読 国際誌

Yamashita Y, Arimura H, Tsuchiya K.

Academic Radiology   2008年6月

MR Tractography Based on Directional Diffusion Function:Validation in Somatotopic Organization of the Pyramidal Tract. 査読 国際誌

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年3月

Performance evaluation of radiologists with artificial neural network for differential diagnosis of intra-axial cerebral tumors on MR images. 査読 国際誌

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年3月

Automated Method for Identification of Patients With Alzheimer’s Disease Based on Three-dimensional MR Images. 査読 国際誌

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

Academic Radiology   2008年3月

Diagnostic Accuracy and Reading Time to Detect Intracranial Aneurysms on MR Angiography Using a Computer-Aided Diagnosis System. 査読 国際誌

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

American Journal of Roentgenology   2008年3月

Computer-aided diagnostic method for classification of Alzheimer's disease with atrophic image features on MR images. 査読 国際誌

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

SPIE Proceedings   2008年2月

Bone mineral imaging using a digital magnification mammography system. 査読 国際誌

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

SPIE Proceedings   2008年2月

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 査読

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年1月

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 査読

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年1月

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 査読

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年12月

Automated Method for Recognition of a Tumor Displacement on EPID Without Implanted Markers in　Stereotactic Radiotherapy. 査読 国際誌

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

International Journal of Radiation Oncology Biology Physics   2007年11月

SVM-based Method for Detection of Alzheimer’s Disease with Atrophic Image Features on MR images 査読 国際誌

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

Proceedings of ISICE   2007年9月

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 査読

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年9月

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 査読

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年9月

Computerized Detection of Ischemic Lesions related to Subcortical Vascular Dementia on Magnetic Resonance Images 査読 国際誌

Arimura H, Yamashita Y, Tsuchiya K.

Proceedings of ISICE 2007   2007年9月

Computerized method for measurement of displacement vectors of target positions on EPID cine images in stereotactic radiotherapy 査読 国際誌

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

SPIE Proceedings   2007年5月

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 査読

山下泰生、有村秀孝、土屋一洋

信学技報 IEICE Technical Report   2007年1月

Estimation of white matter connectivity based on a three-dimensional directional diffusion function in diffusion tensor MRI 査読 国際誌

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

Medical Physics   2006年12月

Estimation of white matter tracts based on a directional diffusion function in DT-MRI 査読 国際誌

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

IFMBE Proceedings   2006年8月

Automated Volumetric Measurement of Cerebrospinal Fluid in Sulci and Lateral Ventricles Based on 3-D MR images 査読 国際誌

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

IFMBE Proceedings   2006年8月

Visualization of white matter tracts using a directional diffusion function based tractography in DT-MRI 査読 国際誌

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

International Journal of Computer Assisted Radiology and Surgery   2006年6月

Automated method for measurement of cerebral cortical thickness for 3-D MR Images 査読 国際誌

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年6月

Improvement and evaluation of computerized method for detection of intracranial aneurysms for 3-D MR angiography 査読 国際誌

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年6月

Computerized Method for Automated Measurement of Thickness of Cerebral Cortex for 3-D MR Images 査読 国際誌

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

SPIE Proceedings   2006年5月

Computerized detection of intracranial aneurysms for 3D MR angiography:Feature extraction of small protrusions based on a shape-based difference image technique 査読 国際誌

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

Medical Physics   2006年2月

Computer-Aided Detection for Peripheral Lung Cancers Missed at CT: ROC Analyses without and with localization 査読 国際誌

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年11月

Intracranial Aneurysms at MR Angiography: Effect of Computer-aided Diagnosis on Radiologists’ Detection Performance 査読 国際誌

Hirai T, Korogi Y, Arimura H, Katsuragawa S, Kitajima M, Yamura M, Yamashita Y, Doi K

Radiology   237 ( 2 )   605 - 610   2005年11月

CAD Scheme for Detection of Intracranial Aneurysms in MRA based on 3D Analysis of Vessel Skeletons and Enhanced Aneurysms 査読 国際誌

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年5月

Automated computerized scheme for detection of unruptured intracranial aneurysms in three-dimensional MRA 査読 国際誌

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年10月

Computerized scheme for automated detection of lung nodules in low-dose CT images for lung cancer screening 査読 国際誌

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

Academic Radiology   2004年6月

Development of CAD scheme for automated detection of intracranial aneurysms in magnetic resonance angiography 国際誌

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年6月

Selective Enhancement Filters for Lung Nodules, Intracranial Aneurysms, and Breast Microcalcifications 国際誌

Li Q, Arimura H, and Doi K

International Congress Series   2004年6月

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 査読

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年8月

Development of a computerized method for identifying the posteroanterior and lateral views of chest radiographs by use of a template matching technique 査読 国際誌

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

Medical Physics   2002年7月

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

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

SPIE Proceedings   2002年5月

Influence of scattered x rays on the sharpness of image signal produced by a CR system 国際誌

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

SPIE Proceedings   2002年5月

Effect of scattered x rays on image signal of radiograph 査読 国際誌

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年5月

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 査読

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年3月

White Matter Fiber Tractography based on a Directional Diffusion Field in Diffusion Tensor MRI 査読 国際誌

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

SPIE Proceedings   2006年5月

Edge enhancement effect of vision on X-ray radiographs made using screen-film systems 査読 国際誌

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

Imaging Science Journal   2003年1月

Development of an Automated method for Evaluation of sharpness of Digital radiographs using edge method 国際誌

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

SPIE Proceedings   2001年5月

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年1月

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 査読

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年9月

Influence of the scattered x-rays on object sharpness of radiograph 国際誌

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

SPIE Proceedings   2000年5月

Proportionality between Wiener spectra of quantum mottle and the squares of modulation transfer functions 査読 国際誌

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

Physics in Medicine and Biology   1999年5月

"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

Hidetaka Arimura, Taiki Magome, Genyu Kakiuchi, Jyunpei Kuwazuru, Asumi Mizoguchi（担当：共著）

Springer  2013年12月 

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）（担当：共著）

オーム社  2012年11月 

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）（担当：共著）

オーム社  2012年11月 

"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（担当：共著）

IGI Global  2012年1月 

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）（担当：共著）

オーム社  2011年1月 

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）（担当：共著）

オーム社  2011年1月 

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．（担当：共著）

東海大学出版会  2000年1月 

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（担当：共著）

教育広報社  1997年7月 

Lung tumor growth trajectories utilizing mathematical models in stereotactic body radiation therapy 国際会議

Kazuki MITSUSHIMA，Hidetaka ARIMURA, Yuko SHIRAKAWA，Tadamasa YOSHITAKE

Asia-Oceania Congress of Medical Physics (AOCMP)   2024年10月 

Prediction Model for Radiation Pneumonitis in Early-Stage Patients with Non-Small Cell Lung Cancer Treated with Stereotactic Ablative Radiotherapy Using Topological Features from Planning CT Images 国際会議

Junya Eda, Hidetaka Arimura, Takumi Kodama, Tadamasa Yoshitake, Taka-aki Hirose, Yagiz Yedekci

Asia-Oceania Congress of Medical Physics (AOCMP)   2024年10月 

深層学習に基づく放射線治療を受けた肺がん患者の治療計画CT画像におけるConsolidation/Tumor 比の自動予測 国際共著

崔雲昊、有村秀孝、吉武忠正、佟弈志、兒玉拓巳、塩山善之、Ronnie Wirestam、薮内英剛

医用画像情報学会 第200回記念大会@大阪  2024年10月 

パーシステントホモロジーを用いた非小細胞肺癌患者の上皮成長因子受容体変異予測 国際共著

兒玉拓巳，有村秀孝，徳田智紀，田中健太郎,Nadia Fareeda Muhammad Gowdh，Chong-Kin Liam，Chee-Shee Chai，Kwan Hoong Ng

医用画像情報学会 第200回記念大会@大阪  2024年10月 

Cancer contours, characterizations and prognostic trajectory with mathematical language 招待 国際会議

@Hidetaka Arimura

Annual Scientific Meeting Medical Physics and Biophysics 2024, Bandung, Indonesia  2024年8月 

体幹部定位放射線治療を受けた早期非小細胞肺癌患者における腫瘍成長モデルの開発

光島 千稀, 有村秀孝, 白川友子, 吉武忠正

第43回日本医用画像工学会大会@一橋講堂  2024年8月 

早期非小細胞肺癌に対する体幹部定位放射線治療における治療計画CT画像を用いた放射線肺炎予測 国際共著

江田 惇哉, 有村 秀孝, 兒玉 拓巳, 吉武 忠正, 廣瀬 貴章, Yagiz Yedekci

第43回日本医用画像工学会大会@一橋講堂  2024年8月 

Persistent Topology-Based Radiogenomics of Epidermal Growth Factor Receptor Mutation for Non-Small Cell Lung Cancer Patients on CT Images (July 23) 国際会議

Takumi Kodama, Hidetaka Arimura, Wai Yee Chan, Tomoki Tokuda, Kentaro Tanaka, Nadia Fareeda Muhammad Gowdh, Chong Kin Liam, Chee Shee Chai and Kwan Hoong Ng

AAPM 66th Annual Meeting & Exhibition, Los Angeles  2024年7月 

Topology-Based Hole Analysis for Cancer Treatment (July 21) 国際会議

@Hidetaka Arimura

AAPM 66th Annual Meeting & Exhibition, Los Angeles  2024年7月 

Why don't you do radiogenomics?(April 27) 招待

@Hidetaka Arimura

第111回日本泌尿器科学会総会、横浜  2024年4月 

Novel radiomics/dosiomics-based treatment failure prediction for pharyngeal cancer patients 国際会議

@Hidemi Kamezawa @Hidetaka Arimura

International Conference on Radiological Physics and Technology (ICRPT)  2024年4月 

がんの特徴を穴から見通す -トポロジー穴解析-(12 April) 招待

@有村秀孝

第80回日本放射線技術学会学術大会  2024年4月 

Imaging biopsy models for identification of triple-negative breast cancer at preoperative dynamic contrast-enhanced magnetic resonance images (11 April) 国際会議

#Mayu Nakagaki, @Hidetaka Arimura, #Yu Jin, @Hidetake Yabuuchi

International Conference on Radiological Physics and Technology (ICRPT)  2024年4月 

Prediction of Progression in Patients with Early-Stage Non-Small Cell Lung Cancer Treated with Surgery and Stereotactic Body Radiotherapy(11 April) 国際会議

#Naoya Fukano, @Hidetaka Arimura, @Yuko Shirakawa, #Takumi Kodama, @Tadamasa Yoshitake, @Yoshiyuki Shioyama

International Conference on Radiological Physics and Technology (ICRPT)  2024年4月 

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

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

International Conference on Radiological Physics and Technology (ICRPT)  2024年4月 

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年3月 

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年3月 

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年3月 

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年2月 

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

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年2月 

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年2月 

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年2月 

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年11月 

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年11月 

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年11月 

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年9月 

Applications of topological radiomics (Medical imaging signatures with topology for cancer, mini-course 3, Sep.29) 招待 国際会議

@Hidetaka Arimura

WORKSHOP on Mathematics for Industry, Warsaw 25-29 September, 2023  2023年9月 

Background and radiomics (Medical imaging signatures with topology for cancer, mini-course 1, Sep.28) 招待 国際会議

@Hidetaka Arimura

WORKSHOP on Mathematics for Industry, Warsaw 25-29 September, 2023  2023年9月 

Medical background for topological radiomics (Medical imaging signatures with topology for cancer, mini-course 2, Sep.28) 招待 国際会議

@Hidetaka Arimura

WORKSHOP on Mathematics for Industry, Warsaw 25-29 September, 2023  2023年9月 

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) 招待

@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年9月 

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年9月 

Medical AI for Cancer(Sep.14) 招待 国際会議

@Hidetaka Arimura

4th SNU-KYU Joint Symposium  2023年9月 

Issues in AI (Parallel Workshop: ACOMP Series, Artificial Intelligent, Aug. 12) 招待 国際会議

@Hidetaka Arimura

SEACOMP & PITFMB 2023, Aug. 10-13, Lombok  2023年8月 

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

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

SEACOMP & PITFMB 2023, Aug. 10-13  2023年8月 

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

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

SEACOMP & PITFMB 2023, Aug. 10-13  2023年8月 

Topological Radiomics of Explainable AI (Plenary Session 7, Aug. 12) 招待 国際会議

@Hidetaka Arimura

SEACOMP & PITFMB 2023, Aug. 10-13, Lombok  2023年8月 

「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年7月 

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年7月 

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

医用画像情報学会令和5年度年次(第196回)大会＠広島  2023年6月 

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) 招待

@Hidetaka Arimura

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年5月 

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

#Quoc Cuong Le, @Hidetaka Arimura

2nd International Conference on Radiological Physics and Technology (ICRPT), April 13-16  2023年4月 

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) 招待

@Hidetaka Arimura

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

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年4月 

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) 国際会議

@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年4月 

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

#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年4月 

Prognoses Prediction of NSCLC Patients with CT Image Feature Linked with Gene Expression (Oral, April 16) 国際会議

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

2nd International Conference on Radiological Physics and Technology (ICRPT), April 13-16  2023年4月 

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

#Kazuki Mitsushima, @Hidetaka Arimura, @Yuko Shirakawa, @Tadamasa Yoshitake, #Mai Egashira

2nd International Conference on Radiological Physics and Technology (ICRPT), April 13-16  2023年4月 

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

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

2nd International Conference on Radiological Physics and Technology (ICRPT), April 13-16  2023年4月 

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

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

SPIE Medical Imaging 2023, San Diego  2023年2月 

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

#YiZhi Tong, @Hidetaka Arimura, #YunHao Cui, #Takumi Kodama, @Tadamasa Yoshitake，@Yoshiyuki Shioyama, @Hidetake Yabuuchi

医用画像情報学会MII the 195Meeting＠名古屋  2023年2月 

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

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

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

Mathematical characterization of cancer in imaging biopsy　(Invited Speech, Dec.11) 招待 国際会議

@Hidetaka Arimura

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

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

#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年12月 

Imaging biopsy for extraction of tumor traits　(Keynote Speech, Dec.7) 招待 国際会議

@Hidetaka Arimura

Malaysian Congress of Radiology 2022, December 7-9, 2022 in Penang  2022年12月 

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年11月 

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年11月 

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

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

第124回日本医学物理学会学術大会 (長崎)  2022年9月 

Envisioning mathematical tumor characterization for imaging biopsy　(Keynote Speech, Sep.13) 招待 国際会議

@Hidetaka Arimura

5th International Conference of Computer and Informatics Engineering (IC2IE), Indonesia  2022年9月 

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年7月 

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年7月 

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年7月 

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

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

AAPM2022 (LIVE and IN-PERSON at Washington)  2022年7月 

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） 国際会議

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

WC2022 (Hybrid Congress in Singapore)  2022年6月 

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

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

WC2022 (Hybrid Congress in Singapore)  2022年6月 

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）

@Hidetaka Arimura

The 123rd Scientific Meeting of the Japan Society of Medical Physics (Yokohama)  2022年4月 

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

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

The 123rd Scientific Meeting of the Japan Society of Medical Physics (Yokohama)  2022年4月 

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

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

The 123rd Scientific Meeting of the Japan Society of Medical Physics (Yokohama)  2022年4月 

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

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

The 123rd Scientific Meeting of the Japan Society of Medical Physics (Yokohama)  2022年4月 

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

#Yu Jin, @Hidetaka Arimura, #Takumi Kodama

The 123rd Scientific Meeting of the Japan Society of Medical Physics (Yokohama)  2022年4月 

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年2月 

癌治療におけるレディオミクスとAI（特別講演） 招待

@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年1月 

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年12月 

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年12月 

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年12月 

Non-invasive imaging biopsy for characterizing diseases: (Invited Speech, November 04) 招待 国際会議

@Hidetaka Arimura

1st International Conference on Health Sciences and Biotechnology (ICHB)  2021年11月 

Novel imaging biopsy models for characterizing tumors and its surrounding tissue: (Invited Speech, 21, October) 招待 国際会議

@Hidetaka Arimura

19th SEACOMP, 13th TMPS and the 14th ACOMP (Phuket, Thailand, Virtual congress)  2021年10月 

Optimization mathematics for medical physics: (Invited Speech, 22, October) 招待 国際会議

@Hidetaka Arimura

19th SEACOMP, 13th TMPS and the 14th ACOMP  2021年10月 

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年10月 

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

#Takumi Kodama, @Hidetaka Arimura

Symposium on Intelligent Data Science for Radiological Imaging between University of Malaya and Kyushu University, Virtual Meeting  2021年9月 

Radiomics-based imaging biopsy approaches for precision radiology (Sep.13) 国際会議

@Hidetaka Arimura

Symposium on Intelligent Data Science for Radiological Imaging between University of Malaya and Kyushu University, Virtual Meeting  2021年9月 

Radiomics and imaging biopsy approaches for precision medicine (Invited Speech at Symposium 3, Sep.10) 招待 国際会議

@Hidetaka Arimura

The 9th Korea-Japan Joint Meeting on Medical Physics, KJMP2021, Virtual Meeting  2021年9月 

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

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

The 9th Korea-Japan Joint Meeting on Medical Physics, KJMP2021,Virtual Meeting  2021年9月 

Radiomics and radiogenomics with AI for Oncology (Invited Speech, Sep.02) 招待 国際会議

@Hidetaka Arimura

AFOMP Monthly Webinar Series, Asia Oceania Federation of Organizations for Medical Physics AFOMP 20th Anniversary  2021年9月 

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

#Hidemi Kamezawa, @Hidetaka Arimura

2021 AAPM Virtual Meeting  2021年7月 

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) 国際会議

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

2021 AAPM Virtual Meeting  2021年7月 

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

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

2021 AAPM Virtual Meeting  2021年7月 

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) 国際会議

#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年7月 

Radiomics and Radiogenomics for Precision Radiology: Underlying Information of Medical Images (Invited Speech, Medical physics session, July 3, 2021) 招待 国際会議

@Hidetaka Arimura

19th Asian Oceanian Society of Radiology (AOCR 2021) Malaysia  2021年7月 

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

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

医用画像情報学会令和3年度年次(第190回)大会(Web開催)  2021年6月 

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年6月 

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」

@Hidetaka Arimura

The 121st Scientific Meeting of the Japan Society of Medical Physics (JSMP)  2021年4月 

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年4月 

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

#Yuya Hirakawa, @Hidetaka Arimura, #Cui Yunhao

The 77th Annual Meeting of the Japanese Society of Radiological Technology （JSRT）  2021年4月 

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

The 77th Annual Meeting of the Japanese Society of Radiological Technology （JSRT）  2021年4月 

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

The 77th Annual Meeting of the Japanese Society of Radiological Technology （JSRT）  2021年4月 

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年4月 

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年4月 

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) 国際会議

#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年1月 

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

#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年1月 

What is the medical physics from academic point of view? (Keynote Speech, Dec.18) 招待 国際会議

@Hidetaka Arimura

The 1st International Symposium on Physics and Application 2020 (ISPA 2020) Indonesia  2020年12月 

Prediction of Tumor Growth Trajectories During Molecularly Targeted Therapy Based on Mathematical Models (E-Poster) 国際会議

#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年12月 

How to make a research plan for young investigators (Invited Speech, Dec.4) 招待 国際会議

@Hidetaka Arimura

20th Asia-Oceania Congress on Medical Physics (AOCMP), 18th South-East Asian Congress of Medical Physics (SEACOMP)  2020年12月 

Novel technologies of advanced radiomics for clinical practices (Invited Speech, Dec.5) 招待 国際会議

@Hidetaka Arimura

20th Asia-Oceania Congress on Medical Physics (AOCMP), 18th South-East Asian Congress of Medical Physics (SEACOMP)  2020年12月 

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

#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年12月 

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

#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年12月 

Radiomics with Artificial Intelligence in Radiation Oncology (Invited Speech, Nov.19) 招待 国際会議

@Hidetaka Arimura

Korean Association for Lung Cancer 2020, International Conference Virtual (2020 KALC)  2020年11月 

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年10月 

Sciences in Medical Imaging and Radiomics (Keynote Speech, Sep. 24) 招待 国際会議

@Hidetaka Arimura

The 10th International Seminar on New Paradigm and Innovation on Natural Science and Its Application (ISNPINSA-10)  2020年9月 

Identification of primary cancer sites of brain metastases based on brain MR image feature analysis (Sep. 25) 国際会議

#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年9月 

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

#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年9月 

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

第39回日本医用画像工学会大会（JAMIT 2020）  2020年9月 

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

#Kenta Ninomiya, @Hidetaka Arimura

第39回日本医用画像工学会大会（JAMIT 2020）  2020年9月 

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

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

2020 Joint AAPM/COMP Virtual Meeting  2020年7月 

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

#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年7月 

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

#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年7月 

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

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

2020 Joint AAPM/COMP Virtual Meeting  2020年7月 

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

@Hidetaka Arimura

The 119th Scientific Meeting of the Japan Society of Medical Physics (WEB conference)  2020年5月 

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年5月 

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年5月 

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年5月 

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年5月 

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年5月 

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年5月 

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年5月 

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年5月 

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

@Hidetaka Arimura

The 119th Scientific Meeting of the Japan Society of Medical Physics (WEB conference)  2020年5月 

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

#Kenta Ninomiya, @Hidetaka Arimura

SPIE Medical imaging (Houston, Texas, 15-20, Feb.)  2020年2月 

MR-radiomic biopsy for estimation of malignancy grade in parotid gland cancer (Poster) 国際会議

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

SPIE Medical imaging (Houston, Texas, 15-20, Feb.)  2020年2月 

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年1月 

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) 国際会議

#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年11月 

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

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

第14回九州放射線医療技術学術大会、熊本　11/9-10  2019年11月 

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

第14回九州放射線医療技術学術大会、熊本　11/9-10  2019年11月 

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

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

第14回九州放射線医療技術学術大会、熊本　11/9-10  2019年11月 

Current status and next stage of radiomics (Plenary Speaker, Aug. 8) 招待 国際会議

@Hidetaka Arimura

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

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

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

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

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) 国際会議

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

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

AFOMP&SEAFOMP　Professional Development: What the Future Holds　(Aug. 10) 招待 国際会議

@Hidetaka Arimura

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

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

#Risa Nakano, @ Arimura Hidetaka, #Mohammad Haekal, @Saiji Ohga, @Tadamasa Yoshitake, @Yoshiyuki Shioyama

第38回日本医用画像工学会大会(JAMIT) (Nara, July24-26, 2019)  2019年7月 

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

第38回日本医用画像工学会大会(JAMIT) (Nara, July24-26, 2019)  2019年7月 

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)

#Ma Zhuangfei,@ Arimura Hidetaka, #Risa Nakano, @Tadamasa Yoshitake, @Yoshiyuki Shioyama

第38回日本医用画像工学会大会(JAMIT) (Nara, July24-26, 2019)  2019年7月 

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

#Masahiro Yamada,@ Arimura Hidetaka, #Kenta Ninomiya

第38回日本医用画像工学会大会(JAMIT) (Nara, July24-26, 2019)  2019年7月 

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

#Kenta Ninomiya, @Hidetaka Arimura

AAPM2019 (San Antonio, Texas, 14-18, 2019)  2019年7月 

Deep learning-based malignancy grade prediction models of parotid gland cancer using preoperative MR images (Poster) 国際会議

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

AAPM2019 (San Antonio, Texas, 14-18, 2019)  2019年7月 

「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) 招待

有村秀孝

第78回日本医学放射線学会総会 (Yokohama, April, 11-14, 2019)  2019年4月 

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年4月 

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年4月 

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年4月 

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年4月 

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年4月 

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年4月 

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年4月 

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

第75回日本放射線技術学会総会学術大会(JSRT) (Yokohama, April, 11-14, 2019)  2019年4月 

Comparative analysis of cold spots in VMAT versus IMRT plans in prostate cancer ( Poster, 20190302) 国際会議

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

第32回高精度放射線外部照射部会学術大会(東京)  2019年3月 

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

@Hidetaka Arimura

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年3月 

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年1月 

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

#Masahiro Yamada, @Hidetaka Arimura, #Kenta Ninomiya, #Mazen Soufi

IWAIT-IFMIA2019 (Singapore, 6-9 Jan. 2019)  2019年1月 

Radiomics-based malignancy prediction of parotid gland tumor (Oral, 7-Jan-2019) 国際会議

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

IWAIT-IFMIA2019 (Singapore, 6-9 Jan. 2019)  2019年1月 

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

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

IWAIT-IFMIA2019 (Singapore, 6-9 Jan. 2019)  2019年1月 

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

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

IWAIT-IFMIA2019 (Singapore, 6-9 Jan. 2019)  2019年1月 

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

@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年11月 

Medical Physics Practice in the Era of Artificial Intelligence (Round Table Forum 1, 13-Nov-2018) 招待 国際会議

@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年11月 

Computationally analysis of cold spots in dose distributions of VMAT plans for prostate cancer (Oral, 20181113) 国際会議

#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年11月 

Estimation of Intravoxel Incoherent Motion (IVIM) Parameters using Monte-Carlo Simulation of Diffusion MRI (Oral, 20181113) 国際会議

#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年11月 

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) 国際会議

@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年11月 

Data-Science-Based Radiomics (Radiomics & Artificial Intelligence Workshop, 11-Nov-2018) 招待 国際会議

@Hidetaka Arimura

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

Overview of Radiomics with Artificial Intelligence (Radiomics Symposium, 12-Nov-2018) 招待 国際会議

@Hidetaka Arimura

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

Relationships between Gleason scores and image features (Oral)

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

第13回九州放射線医療技術学術大会 (沖縄, 11月10～11日)  2018年11月 

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

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

第13回九州放射線医療技術学術大会 (沖縄, 11月10～11日)  2018年11月 

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

第13回九州放射線医療技術学術大会 (沖縄, 11月10～11日)  2018年11月 

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

#Yoshiro Hirano, @Hidetaka Arimura, #Mohhamad Haekal, #Risa Nakano

第13回九州放射線医療技術学術大会 (沖縄, 11月10～11日)  2018年11月 

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年10月 

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年10月 

Functions of data science in medical physics (Plenary Speaker, Aug 11, 2018) 招待 国際会議

Hidetaka Arimura

Annual Scientific Meeting on Medical Physics and Biophysics (Semarang, Aug. 10-12, 2018)  2018年8月 

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

#Takaaki Hirose,@Hidetaka Arimura， @Junichi Fukunaga，@Yoshiyuki Umezu，@Saiji Ooga，@Tomonari Sasaki

The 60th Annual Meeting of American Association of Physicists in Medicine (AAPM)  2018年7月 

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年7月 

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)

Hidemi Kamezawa, Hidetaka Arimura, Mazen Soufi

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

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年7月 

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年7月 

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

Hidetaka Arimura

日本生体医工学会大会 日本医学物理学会・日本生体医工学会合同セッション(札幌, June 19-21, 2018)  2018年6月 

What could radiomics do for improving high precision radiotherapy? (Symposium Sessions, May 19, 2018) 招待 国際会議

Hidetaka Arimura

The 6th Taiwan-Japan Radiation Oncology Symposium (Taichung, May19, 2018)  2018年5月 

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

Hidetaka Arimura

115th Scientific Meeting of the Japan Society of Medical Physics (Yokohama, Apr.12-15, 2018)  2018年4月 

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年4月 

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

#Masahiro Yamada, Hidetaka Arimura, Mazen Soufi

115th Scientific Meeting of the Japan Society of Medical Physics (Yokohama, Apr.12-15, 2018)  2018年4月 

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年4月 

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年4月 

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年4月 

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年4月 

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年4月 

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年4月 

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年4月 

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年4月 

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年4月 

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年4月 

Potentials of Radiomics in Cancer Treatment (Invited Speaker, March 20) 招待 国際会議

Hidetaka Arimura

International Workshop on the Biological (BER 2018, March 19-20, 2018, Osaka)  2018年3月 

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) 国際会議

Hidemi Kamezawa, @Hidetaka Arimura, Mazen Soufi

SPIE medical imaging (Houston, USA, Feb.10-15, 2018)  2018年2月 

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

#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年2月 

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） 招待

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年2月 

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年1月 

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

医用画像情報学会（MII） 平成29年度春季（第180回）大会(岐阜)  2018年1月 

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年11月 

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年11月 

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年11月 

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)

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

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年11月 

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) 国際会議

Yudai Kai, Hidetaka Arimura, Tetsuo Saito, Masato Maruyama, Yuji Nakaguchi, Yoshinobu Shimohigashi, Akiko Kuraoka

The 8th Japan- Korea Meeting on Medical Physics (Osaka, Sep.15-16, 2017)  2017年9月 

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) 国際会議

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

The 8th Japan- Korea Meeting on Medical Physics (Osaka, Sep.15-16, 2017)  2017年9月 

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

Hidetaka Arimura

2nd International Conference on Biomedical Signal and Image Processing (ICBIP 2017)  2017年8月 

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) 国際会議

Hidemi Kamezawa, Hidetaka Arimura, Hiroyuki Arakawa, Noboru Kameda

59th Annual Meeting of American Association of Physicists in Medicine (AAPM2017, Denver)  2017年7月 

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

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

59th Annual Meeting of American Association of Physicists in Medicine (AAPM2017, Denver)  2017年7月 

An investigation of interfractional rectum shape variations based on a statistical shape analysis for prostate cancer radiotherapy (Poster) 国際会議

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年7月 

Computational Analysis for Dose Distributions of Cold Spots in Intensity Modulated Radiotherapy for Prostate Cancer (Poster) 国際会議

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年7月 

Computer-assisted treatment planning approach using similar cases for lung stereotactic body radiation therapy(Poster) 国際会議

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年7月 

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年7月 

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) 招待

Hidetaka Arimura

第36 回日本医用画像工学会大会(JAMIT2017)  2017年7月 

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

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

第36回日本医用画像工学会大会 JAMIT2017　(岐阜)  2017年7月 

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) 招待

Hidetaka Arimura

第73回日本放射線技術学会総会学術大会  2017年4月 

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年4月 

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年4月 

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年4月 

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年4月 

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年4月 

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年4月 

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年4月 

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

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

SPIE Medical Imaging 2017 (Orlando)  2017年2月 

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

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

SPIE Medical Imaging 2017 (Orlando)  2017年2月 

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年1月 

Computational delineation approach for gross tumor volume regions of lung tumors using a support vector machine (Oral) 国際会議

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

医用画像情報学会（MII）平成28年度春季（第177回）大会  2017年1月 

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

医用画像情報学会（MII）平成28年度春季（第177回）大会  2017年1月 

Probabilistic atlas model of asymptomatic intracranial aneurysms on a computer-aided framework for detecting aneurysms (Orlal) 国際会議

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年1月 

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) 国際会議

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年1月 

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

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年1月 

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

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

International Conference On Medical Physics 2016 (ICMP2016)  2016年12月 

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

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年12月 

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

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

International Conference On Medical Physics 2016 (ICMP2016) (Thailand)  2016年12月 

Which patient dose index is appropriate for cone-beam computed tomography? (Oral) 国際会議

Hidemi Kamezawa, Hidetaka Arimura, Noboru Kameda

International Conference On Medical Physics 2016 (ICMP2016)  2016年12月 

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

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

Radiological Society of North America (RSNA) 2016 (Chicago, IL)  2016年11月