Accounting for data variability in multi-institutional distributed deep learning for medical imaging,
Balachandar, Niranjan, Chang Ken, Kalpathy-Cramer Jayashree, and Rubin Daniel L.
, Journal of the American Medical Informatics Association, Volume 27, Number 5, p.700-708, (2020)
Federated Learning for Breast Density Classification: A Real-World Implementation,
Roth, Holger R., Chang Ken, Singh Praveer, Neumark Nir, Li Wenqi, Gupta Vikash, Gupta Sharut, Qu Liangqiong, Ihsani Alvin, Bizzo Bernardo C., et al.
, Cham, p.181-191, (2020)