Marcio Aloísio Bezerra Cavalcanti Rockenbach

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

Validation of a Smartphone Application in the Evaluation and Treatment of Acute Stroke in a Comprehensive Stroke Center

Sheila Cristina Ouriques Martins, Gustavo Weiss, Andréa Garcia de Almeida et al. · Stroke · 2019 · 76 citations

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

Multicenter Assessment of CT Pneumonia Analysis Prototype for Predicting Disease Severity and Patient Outcome

Fatemeh Homayounieh, Marcio Aloísio Bezerra Cavalcanti Rockenbach, Shadi Ebrahimian et al. · Journal of Digital Imaging · 2021 · 18 citations · Full text

Medical Imaging, Advanced Lung Disease, Disease Severity +9