Research

XAI

Mixture of Gaussian-distributed prototypes with generative modelling.

Deep-learning interpretability with support and trivial prototypes.

Medical Image Analysis, AI for Healthcare

Interpretable and accurate disease diagnosis with reciprocal learning.

Segmentation of 3D bowel system with full and partial supervision.

Diagnosis of retinal diseases driven by lesion-related domain knowledge.