Ittai Dayan

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

Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19

Aoxiao Zhong, Xiang Li, Dufan Wu et al. · Medical Image Analysis · 2021 · 81 citations · Full text

Image Analysis, Engineering, Medical Imaging +11

Federated Learning used for predicting outcomes in SARS-COV-2 patients

Mona G. Flores, Ittai Dayan, Holger R. Roth et al. · 2021 · 44 citations · Full text

Artificial intelligence matches subjective severity assessment of pneumonia for prediction of patient outcome and need for mechanical ventilation: a cohort study

Shadi Ebrahimian, Fatemeh Homayounieh, Marcio Aloísio Bezerra Cavalcanti Rockenbach et al. · Scientific Reports · 2021 · 42 citations · Full text

A multi-center study of COVID-19 patient prognosis using deep learning-based CT image analysis and electronic health records

Kuang Gong, Dufan Wu, Chiara D. Arru et al. · European Journal of Radiology · 2021 · 41 citations · Full text