most citedFederated Learning for Breast Density Classification: A Real-World Implementation

134 citations · 187 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2022★ 53 cited

GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records

Xi Yang, Aokun Chen, Nima PourNejatian +15

There is an increasing interest in developing artificial intelligence (AI) systems to process and interpret electronic health records (EHRs). Natural language processing (NLP) powe…

eess.IV2020★ 134 cited

Federated Learning for Breast Density Classification: A Real-World Implementation

Holger R. Roth, Ken Chang, Praveer Singh +40

Building robust deep learning-based models requires large quantities of diverse training data. In this study, we investigate the use of federated learning (FL) to build medical ima…