2025
MedIAnomaly: A comparative study of anomaly detection in medical images.
Medical Image Anal., 2025

2024
Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation.
CoRR, 2024

Rethinking Autoencoders for Medical Anomaly Detection from A Theoretical Perspective.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images.
Medical Image Anal., May, 2023

2022
Dual-Distribution Discrepancy for Anomaly Detection in Chest X-Rays.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022