Open access
Sep 2026
Macrophage Signature-Based Prediction of Cancer Treatment Response Using Attention-Weighted Multiple Instance Learning
A Multiple Instance Learning framework that treats each patient as a bag of macrophage embeddings derived from a single-cell RNA foundation model shows the potential of MIL to uncover predictive and mechanistically interpretable immune states.
Matthew Madgwick, S. Witham, Martina Occhetta et al.
· bioRxiv · 0 citations