ProtoAL: Integrating Interpretable Deep Learning with Active Learning for Efficient Medical Image Analysis
ProtoAL integrates an interpretable deep learning model based on prototypes into a deep active learning framework to address challenges of interpretability and data scarcity in medical imaging applications.