Yoshifumi Wakata

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 3

Top Topics

Relation Extraction

Medical Information

Conditional Expectation

Top Venues

Comput. Methods Programs Biomed.

Publications

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. Comput. Methods Programs Biomed. 214 (2022)
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)
Takanori Yamashita, Yoshifumi Wakata, Hidehisa Soejima, Naoki Nakashima, Sachio Hirokawa
Prediction of Key Patient Outcome from Sentence and Word of Medical Text Records. ClinicalNLP@COLING 2016 (2016)
Takanori Yamashita, Brendan Flanagan, Yoshifumi Wakata, Satoshi Hamai, Yasuharu Nakashima, Yukihide Iwamoto, Naoki Nakashima, Sachio Hirokawa
Visualization of Key Factor Relation in Clinical Pathway. KES (2015)
Takanori Yamashita, Yoshifumi Wakata, Satoshi Hamai, Yasuharu Nakashima, Yukihide Iwamoto, Brendan Flanagan, Naoki Nakashima, Sachio Hirokawa
Temporal Relation Extraction in Outcome Variances of Clinical Pathways. MedInfo (2015)
Yasunobu Nohara, Yoshifumi Wakata, Naoki Nakashima
Interpreting Medical Information Using Machine Learning and Individual Conditional Expectation. MedInfo (2015)
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. IIAI-AAI (2014)