Kyushu University Academic Staff Educational and Research Activities Database
List of Papers
Takanori Yamashita Last modified date:2022.06.20

Assistant Professor / Medical Information Center / Kyushu University Hospital


Papers
1. Takanori Yamashita, Yoshifumi Wakata, Hideki Nakaguma, Yasunobu Nohara, Shinji Hato, Susumu Kawamura, Shuko Muraoka, Masatoshi Sugita, Mihoko Okada, Naoki Nakashima, Hidehisa Soejima, Machine learning for classification of postoperative patient status using standardized medical data, Computer Methods and Programs in Biomedicine, https://doi.org/10.1016/j.cmpb.2021.106583, 214, 106583, 1-9, 2022.02.
2. , [URL].
3. Jinsang Park, Takanori Yamashita, Atsushi Takada, Taeko Hotta, Chinatsu Nojiri, Rieko Izukura, Yoshiaki Fujimura, Michio Kimura, Masaharu Nakayama, Kazuhiko Ohe, Takao Orii, Eizaburo Sueoka, Takahiro Suzuki, Hideto Yokoi, Dongchon Kang, Naoki Nakashima, Development of Continuous Validation Model on Standard Codes Mapping for Multi-Institutional Collaborative Data-Driven Medical Study, European Journal of Biomedical Informatics, 16, 3, 10-19, 2020.08.
4. Koutarou Matsumoto, Yasunobu Nohara, Yoshifumi Wakata, Takanori Yamashita, Yukio Kozuma, Rui Sugeta, Miki Yamakawa, Fumiko Yamauchi, Eri Miyashita, Tatsuya Takezaki, Shigeo Yamashiro, Toru Nishi, Jiro Machida, Hidehisa Soejima, Masahiro Kamouchi, Naoki Nakashima, Impact of a learning health system on acute care and medical complications after intracerebral hemorrhage, Learning Health Systems, 10.1002/lrh2.10223, 2020.03.
5. Rieko Izukura, Tadashi Kandabashi, Yoshifumi Wakata, Chinatsu Nojiri, Yasunobu Nohara, Takanori Yamashita, Atsushi Takada, Jinsang Park, Yoshiaki Uyama, Naoki Nakashima, The Development of an Electronic Phenotyping Algorithm for Identifying Rhabdomyolysis Patients in the MID-NET Database, Medinfo 2019, 1498-1499, 2019.08.
6. Jinsang Park, Takanori Yamashita, Atsushi Takada, Chinatsu Nojiri, Rieko Izukura, Yasunobu Nohara, Taeko Hotta, Dongchon Kang, Naoki Nakashima, Effect of governance functionality for data standardization management of the Medical Information Database Network Project, Medinfo 2019, 1562-1563, 2019.08.
7. Takanori Yamashita, Naoki Nakashima, Sachio Hirokawa, Classification and Feature Extraction for Text-based Drug Incident Report, 6th International Conference on Bioinformatics and Computational Biology, ICBCB 2018 Proceedings of 2018 6th International Conference on Bioinformatics and Computational Biology, ICBCB 2018, 10.1145/3194480.3194499, 145-149, 2018.03.
8. Yusuke Adachi, Naoya Onimura, Takanori Yamashita, Sachio Hirokawa, Classification of imbalanced documents by feature selection, 2017 International Conference on Compute and Data Analysis, ICCDA 2017 , 10.1145/3093241.3093246, Part F130280, 228-232, 2017.05.
9. Naoya Onimura, Takanori Yamashita, Naoki Nakayama, Hidehisa Soejima, Sachio Hirokawa, Generation of sentence template graph from SOAP format medical documents, 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016 Proceedings - 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016, 10.1109/CSCI.2016.0037, 159-162, 2017.03.
10. Takanori Yamashita, Naoya Onimura, Hidehisa Soejima, Naoki Nakashima, Sachio Hirokawa, Graph clustering system for text-based records in a clinical pathway, 16th World Congress of Medical and Health Informatics: Precision Healthcare through Informatics, MedInfo 2017 MEDINFO 2017 Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics, 10.3233/978-1-61499-830-3-649, 649-652, 2017.01.
11. Yusuke Adachi, Naoya Onimura, Takanori Yamashita, Sachio Hirokawa, Standard measure and SVM measure for feature selection and their performance effect for text classification, 18th International Conference on Information Integration and Web-Based Applications and Services, iiWAS 2016 18th International Conference on Information Integration and Web-Based Applications and Services, iiWAS 2016 - Proceedings, 10.1145/3011141.3011190, 262-266, 2016.11.
12. Haruka Kubo, Takanori Yamashita, Brendan Flanagan, Yoshifumi Wakata, Naoki Nakashima, Hidehisa Soejima, and Sachio Hirokawa, Feature Words to Predict Long Post-Operatively Stay in Semi-structured Medical Records, The Fourth Asian Conference on Information Systems (ACIS2015) , 187-188, 2015.10.
13. Takanori Yamashita, Yoshifumi Wakata, Naoki Nakashima, Satoshi Hamai, Yasuharu Nakashima, Yukihide Iwamoto, Brendan Flanagan, Sachio Hirokawa, Presumption Model for Postoperative Hospital Days from Operation Records, International Journal of Computer & Information Science, 16, 50-59, 2015.01.
14. Takanori Yamashita, Yoshifumi Wakata, Satoshi Hamai, Yasuharu Nakashima, Yukihide Iwamoto, Brendan Franagan, Naoki Nakashima, Sachio Hirokawa, Temporal Relation Extraction in Outcome Variances of Clinical Pathways, 15th World Congress on Health and Biomedical Informatics, MEDINFO 2015 MEDINFO 2015 eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics, 10.3233/978-1-61499-564-7-1077, 2015.01.
15. Takanori Yamashita, Brendan Flanagan, Yoshifumi Wakata, Satoshi Hamai, Yasuharu Nakashima, Yukihide Iwamoto, Naoki Nakashima, Sachio Hirokawa, Visualization of key factor relation in clinical pathway, 19th International Conference on Knowledge Based and Intelligent Information and Engineering Systems, KES 2015 Procedia Computer Science, 10.1016/j.procs.2015.08.139, 60, 1, 342-351, 2015.01.
16. T. Yamashita, Y. Wakata, S. Hamai, Y. Nakashima, Y. Iwamoto, B. Flanagan, N. Nakashima and S. Hirokawa, Extraction of Key Factors from Operation Records by Support Vector Machine and Feature Selection, Indian Journal of Medical Informatics, 8, 70-71, 2014.11.
17. Takanori Yamashita, Yoshifumi Wakata, Satoshi Hamai, Yasuharu Nakashima, Yukihide Iwamoto, Brendan Flanagan, Naoki Nakashima, Sachio Hirokawa, Construction of dominant factor presumption model for postoperative hospital days from operation records, 3rd IIAI International Conference on Advanced Applied Informatics, IIAI-AAI 2014 Proceedings - 2014 IIAI 3rd International Conference on Advanced Applied Informatics, IIAI-AAI 2014, 10.1109/IIAI-AAI.2014.16, 19-24, 2014.01.
18. Takanori Yamashita, Yoshifumi Wakata, Naoki Nakashima, Sachio Hirokawa, Satoshi Hamai, Yasuharu Nakashima, Yukihide Iwamoto, Extraction of determinants of postoperative length of stay from operation records, 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014 Proceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014, 10.1109/IWECA.2014.6845748, 822-827, 2014.01.