Hiroki Shinohara

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 3

Top Topics

Machine Learning

Electronic Health Record

Cardiovascular Events

Fluorescence Imaging

Top Venues

This page only lists publications with an associated author ORCID identifier.

Publications

Hiroki Shinohara, Satoshi Kodera, Yugo Nagae, Takashi Hiruma, Atsushi Kobayashi, Masataka Sato, Shinnosuke Sawano, Tatsuya Kamon, Koichi Narita, Kazutoshi Hirose, Hiroyuki Kiriyama, Akihito Saito, Mizuki Miura, Shun Minatsuki, Hironobu Kikuchi, Norifumi Takeda, Hiroshi Akazawa, Hiroyuki Morita, Issei Komuro
The potential of the transformer-based survival analysis model, SurvTrace, for predicting recurrent cardiovascular events and stratifying high-risk patients with ischemic heart disease. PloS one 19 (6) (2024)
Hiroki Shinohara, Satoshi Kodera, Yugo Nagae, Takashi Hiruma, Atsushi Kobayashi, Masataka Sato, Shinnosuke Sawano, Tatsuya Kamon, Koichi Narita, Kazutoshi Hirose, Hiroyuki Kiriyama, Akihito Saito, Mizuki Miura, Shun Minatsuki, Hironobu Kikuchi, Norifumi Takeda, Hiroshi Akazawa, Hiroyuki Morita, Issei Komuro
The potential of the transformer-based survival analysis model, SurvTrace, for predicting recurrent cardiovascular events and stratifying high-risk patients with ischemic heart disease. PloS one 19 (6) (2024)
Hiroki Shinohara, Satoshi Kodera, Kota Ninomiya, Mitsuhiko Nakamoto, Susumu Katsushika, Akihito Saito, Shun Minatsuki, Hironobu Kikuchi, Arihiro Kiyosue, Yasutomi Higashikuni, Norifumi Takeda, Katsuhito Fujiu, Jiro Ando, Hiroshi Akazawa, Hiroyuki Morita, Issei Komuro
Automatic detection of vessel structure by deep learning using intravascular ultrasound images of the coronary arteries. PloS one 16 (8) (2021)