Felipe Kitamura

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

The RSNA Pediatric Bone Age Machine Learning Challenge

Safwan S. Halabi, Luciano M. Prevedello, Jayashree Kalpathy–Cramer et al. · Radiology · 2018 · 435 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Magician’s Corner: 9. Performance Metrics for Machine Learning Models

Bradley J. Erickson, Felipe Kitamura · Radiology Artificial Intelligence · 2021 · 268 citations · Full text

Engineering, Machine Learning, Computer Science +3

Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge

Adam E. Flanders, Luciano M. Prevedello, George Shih et al. · Radiology Artificial Intelligence · 2020 · 199 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +26

Automated coronary calcium scoring using deep learning with multicenter external validation

David Eng, Christopher G. Chute, Nishith Khandwala et al. · npj Digital Medicine · 2021 · 159 citations · Full text