Clinically informed intermediate reasoning enables generalizable prostate cancer prognostication through machine learning in limited settings
在有限的条件下,基于临床信息的中间推理能够通过机器学习实现可推广的前列腺癌预后预测。
期刊:npj Digital Medicine
影响因子:15.1
doi:10.1038/s41746-025-02193-x
Akatsuka, Jun; Tsutsumi, Kotaro; Takadate, Mami; Numata, Yasushi; Morikawa, Hiromu; Marugame, Atsushi; Takeda, Hayato; Endo, Yuki; Toyama, Yuka; Takahashi, Takayuki; Ono, Kaori; Iwazaki, Junya; Ohashi, Ryuji; Shimizu, Akira; Kiyuna, Tomoharu; Ogura, Maki; Ueki, Masao; Kato, Takuma; China, Toshiyuki; Sugimoto, Mikio; Ide, Hisamitsu; Sassa, Naoto; Ueda, Naonori; Horie, Shigeo; Tsuzuki, Toyonori; Kimura, Go; Kondo, Yukihiro; Yamamoto, Yoichiro