Development of a Large-Scale Dataset of Chest Computed Tomography Reports in Japanese and a High-Performance Finding Classification Model: Dataset Development and Validation Study
Development of a Large-Scale Dataset of Chest Computed Tomography Reports in Japanese and a High-Performance Finding Classification Model: Dataset Development and Validation Study
Yosuke Yamagishi
1
, MD, MSc ;
Yuta Nakamura
2
, MD, PhD ;
Tomohiro Kikuchi
2, 3
, MD, PhD, MPH ;
Yuki Sonoda
1
, MD ;
Hiroshi Hirakawa
1
, MD ;
Shintaro Kano
4
, MD ;
Satoshi Nakamura
4
, MD ;
Shouhei Hanaoka
1
, MD, PhD ;
Takeharu Yoshikawa
2
, MD, PhD ;
Osamu Abe
1
, MD, PhD
1
Division of Radiology and Biomedical Engineering, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
2
Department of Computational Diagnostic Radiology and Preventive Medicine, The University of Tokyo Hospital, Tokyo, Japan
3
Department of Radiology, School of Medicine, Jichi Medical University, Shimotsuke, Japan
4
Department of Diagnostic Radiology, Toranomon Hospital, Tokyo, Japan