Best academic paper award

Highly accurate and explainable detection of specimen mix-up using a machine learning model

Tomohiro Mitani
The University of Tokyo
Shunsuke Doi
The University of Tokyo Hospital
Shinichiro Yokota
The University of Tokyo Hospital
Ken Imai
The University of Tokyo
Kazuhiko Oe
The University of Tokyo

Clinical Chemistry and Laboratory Medicine (CCLM), 2019; 58(3): 375-383.

Academic paper award

Effects of Social Interaction Mechanics in Pervasive Games on the Physical Activity Levels of Older Adults: Quasi-Experimental Study

Luciano Henrique De Oliveira Santos
Kyoto University Hospital
Kazuya Okamoto
Kyoto University Hospital
Silvana Schwerz Funghetto
University of Brasilia
Adriana Schuler Cavalli
Federal University of Pelotas
Shusuke Hiraki
Kyoto University Hospital
Goshiro Yamamoto
Kyoto University Hospital
Osamu Sugiyama
Kyoto University Hospital
Carla Denise Castanho
University of Brasilia
Tomoki Aoyama
Kyoto University
Tomohiro Kuroda
Kyoto University Hospital

JMIR Serious Games, 2019; 7(3): e13962.

Extracting Symptom Names and Disease-Symptom Relationships from Web Texts Using a Multi-Column Convolutional Neural Network

Seiya Wada
Graduate School of Medicine, Osaka University
Ryu Iida
Universal Communication Research , National of Information and Communications Technology
Kentaro Torisawa
Universal Communication Research , National of Information and Communications Technology
Michihiro Takeda
Graduate School of Medicine, Osaka University
Shiro Manabe
Graduate School of Medicine, Osaka University
Yasushi Matsumura
Graduate School of Medicine, Osaka University

Studies in Health Technology and Informatics, 2019; 264: 423-427.