ADMIL: Attention-Distilled Multiple Instance Learning for Selective Foundation Model Inference in Pathology

Duncan Stothers, Ren-Chin Wu, William Lotter

Attention-based multiple instance learning (ABMIL) using pathology foundation model embeddings is effective for slide-level tasks, but exhaustive inference requires applying a larg…