Hirofumi Obinata

Federated learning for predicting clinical outcomes in patients with COVID-19

Ittai Dayan, Holger R. Roth, Aoxiao Zhong et al. · Nature Medicine · 2021 · 649 citations · Full text

Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets

Stephanie A. Harmon, Thomas Sanford, Sheng Xu et al. · Nature Communications · 2020 · 588 citations · Full text

Clinical characteristics of COVID-19 in 104 people with SARS-CoV-2 infection on the Diamond Princess cruise ship: a retrospective analysis

Sakiko Tabata, Kazuo Imai, Shuichi Kawano et al. · The Lancet Infectious Diseases · 2020 · 289 citations · Full text

Virus Epidemiology, Sars-cov-2 Infection, Medicine +8

Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, Japan

Dong Yang, Ziyue Xu, Wenqi Li et al. · Medical Image Analysis · 2021 · 254 citations · Full text

Image Analysis, Machine Learning, Medical Imaging +15

The clinical characteristics of COVID-19: a retrospective analysis of 104 patients from the outbreak on board the Diamond Princess cruise ship in Japan

Sakiko Tabata, Kazuo Imai, Shuichi Kawano et al. · 2020 · 50 citations · Full text

Virus Epidemiology, Viral Diagnostics, Retrospective Analysis +18