Ian Liu

Explainable Disease Classification via Multi-Ultrasound Images using Graph Neural Networks

Graph Neural Networks (GNNs) have shown promise in computer-aided diagnosis from multiple ultrasound images. However, their patient-level predictions do not reveal which images contribute to the result, limiting interpretability. We present an explanation framework that adapts Local Interpretable Model-agnostic Explana...