Publications

Emerging Semantic Segmentation from Positive and Negative Coarse Label Learning.

Zhang L. et al, (2025), CoRR, abs/2508.18186

DiffuSeg: Domain-Driven Diffusion for Medical Image Segmentation.

Zhang L. et al, (2025), IEEE J Biomed Health Inform, 29, 3619 - 3631

MERIT: Multi-view evidential learning for reliable and interpretable liver fibrosis staging.

Liu Y. et al, (2025), Med Image Anal, 102

MT-CooL: Multi-Task Cooperative Learning via Flat Minima Searching.

Wu F. et al, (2025), IEEE Trans Med Imaging, 44, 1648 - 1658

Rethinking Foundation Models for Medical Image Classification through a Benchmark Study on MedMNIST.

Wu F. and Papiez BW., (2025), CoRR, abs/2501.14685

Labelling with dynamics: A data-efficient learning paradigm for medical image segmentation.

Mo Y. et al, (2024), Med Image Anal, 95

KneeXNeT: An Ensemble-Based Approach for Knee Radiographic Evaluation.

Srikijkasemwat N. et al, (2024), CoRR, abs/2412.07526

Multi-target landmark detection with incomplete images via reinforcement learning and shape prior embedding.

Wan K. et al, (2023), Med Image Anal, 89

New Framework of Swarm Learning Consolidating Knowledge From Multi-Center Non-IID Data for Medical Image Segmentation.

Gao Z. et al, (2023), IEEE Trans Med Imaging, 42, 2118 - 2129

Minimizing Estimated Risks on Unlabeled Data: A New Formulation for Semi-Supervised Medical Image Segmentation.

Wu F. and Zhuang X., (2023), IEEE Trans Pattern Anal Mach Intell, 45, 6021 - 6036

Multi-Task Cooperative Learning via Searching for Flat Minima.

Wu F. et al, (2023), CoRR, abs/2309.12090

An Ensemble Method to Automatically Grade Diabetic Retinopathy with Optical Coherence Tomography Angiography Images.

Zheng Y. et al, (2022), abs/2212.06265

Unsupervised Domain Adaptation With Variational Approximation for Cardiac Segmentation.

Wu F. and Zhuang X., (2021), IEEE Trans Med Imaging, 40, 3555 - 3567

Disentangle domain features for cross-modality cardiac image segmentation.

Pei C. et al, (2021), Med Image Anal, 71

CF Distance: A New Domain Discrepancy Metric and Application to Explicit Domain Adaptation for Cross-Modality Cardiac Image Segmentation.

Wu F. and Zhuang X., (2020), IEEE Trans Med Imaging, 39, 4274 - 4285

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