Construction of Dominant Factor Presumption Model for Postoperative Hospital Days from Operation Records. - Takanori Yamashita; Yoshifumi Wakata; Satoshi Hamai; Yasuharu Nakashima; Yukihide Iwamoto; Brendan Flanagan; Naoki Nakashima; Sachio Hirokawa (IIAI-AAI, 2014)

Visualization of Key Factor Relation in Clinical Pathway. - Takanori Yamashita; Brendan Flanagan; Yoshifumi Wakata; Satoshi Hamai; Yasuharu Nakashima; Yukihide Iwamoto; Naoki Nakashima; Sachio Hirokawa (KES, 2015)

Interpreting Medical Information Using Machine Learning and Individual Conditional Expectation. - Yasunobu Nohara; Yoshifumi Wakata; Naoki Nakashima (MedInfo, 2015)

Temporal Relation Extraction in Outcome Variances of Clinical Pathways. - Takanori Yamashita; Yoshifumi Wakata; Satoshi Hamai; Yasuharu Nakashima; Yukihide Iwamoto; Brendan Flanagan; Naoki Nakashima; Sachio Hirokawa (MedInfo, 2015)

Prediction of Key Patient Outcome from Sentence and Word of Medical Text Records. - Takanori Yamashita; Yoshifumi Wakata; Hidehisa Soejima; Naoki Nakashima; Sachio Hirokawa (ClinicalNLP@COLING 2016, 2016)

The Development of an Electronic Phenotyping Algorithm for Identifying Rhabdomyolysis Patients in the MID-NET Database. - Rieko Izukura; Tadashi Kandabashi; Yoshifumi Wakata; Chinatsu Nojiri; Yasunobu Nohara; Takanori Yamashita; Atsushi Takada; Jinsang Park; Yoshiaki Uyama; Naoki Nakashima (MedInfo, 2019)

Machine learning for classification of postoperative patient status using standardized medical data. - Takanori Yamashita; Yoshifumi Wakata; Hideki Nakaguma; Yasunobu Nohara; Shinji Hato; Susumu Kawamura; Shuko Muraoka; Masatoshi Sugita; Mihoko Okada; Naoki Nakashima; Hidehisa Soejima (Comput. Methods Programs Biomed., 2022)