Re-mixing Embeddings for Patient Augmentation in Data Scarce Multiple Instance Learning

Muhammed Furkan Dasdelen, Fatih Ozlugedik, Anastasia Litinetskaya +3

Data scarcity is a major bottleneck in medical Multiple Instance Learning (MIL), especially for rare diseases or expensive modalities. We introduce a statistically grounded patient…