Subgroup performance analysis of adaptation strategies for chest X-ray foundation models

Dhruv Gupta, Emma A. M. Stanley, Fabio De Sousa Ribeiro +2

Foundation models are increasingly adapted for downstream medical imaging tasks, yet the influence of the chosen adaptation strategy on subgroup fairness remains poorly understood.…