Best academic paper award

EHR2CCAS: A framework for mapping EHR to disease knowledge presenting causal chain of disorders - chronic kidney disease example

MA XIAOJUN
The University of Tokyo
Ken Imai
The University of Tokyo
Emiko Shinohara
The University of Tokyo
Akifumi Kasai
The University of Tokyo
Kosuke Kato
The University of Tokyo Hospital
Rina Kagawa
University of Tsukuba
Kazuhiko Oe
The University of Tokyo

Journal of Biomedical Informatics. 115 (2021) 103692.

Academic paper award

A clinical specific BERT developed using a huge Japanese clinical text corpus

Etsumasa Kawazoe
The University of Tokyo
Daisaku Shibata
The University of Tokyo
Emiko Shinohara
The University of Tokyo
Eiji Aramaki
Nara of Science and Technology
Kazuhiko Oe
The University of Tokyo

PLoS One. 2021 Nov 9;16(11):e0259763.

Extracting clinical terms from radiology reports with deep learning

Kento Sugimoto
Osaka University Graduate School
Michihiro Takeda
Osaka University Graduate School
Zhong Hun Wu
National of Information and Communications Technology
Seiya Wada
Osaka University Graduate School
Shozo Konishi
Osaka University Graduate School
Asuka Yamahata
Osaka University Graduate School
Shiro Manabe
Osaka University Graduate School
Noriyuki Toyama
Osaka University Graduate School
Takashi Matsunaga
Osaka International Cancer Center
Katsuyuki Nakanishi
Osaka International Cancer Center
Yasushi Matsumura
Osaka University Graduate School

Journal of Biomedical Informatics. 116 (2021) 103729.