RadBERT

A study from arXiv:2607.14205 found that federated learning (FL) on radiology reports is vulnerable to privacy leakage via gradient inversion, with exact sentence reconstruction rates ranging from 31%…

Researchers integrated radiology report text with structured electronic health record data to predict renal tumor malignancy, achieving an area under the ROC curve of 0.818 using an early fusion strat…