Roche (Canada)

Navigating foundation model selection in digital pathology through performance evaluation and tradeoff analysis

The rapid proliferation of digital pathology foundation models (FMs), spanning widely in architectural scale, pretraining data, and training strategy, poses a practical challenge for selecting the optimal model for a specific clinical application. To systematically evaluate these...