Publications

Deformation-Recovery diffusion model (DRDM): Instance deformation for image manipulation and synthesis.

Zheng J-Q. et al, (2026), Med Image Anal, 110

AutoPET Challenge on Fully Automated Lesion Segmentation in Oncologic PET/CT Imaging, Part 2: Domain Generalization.

Dexl J. et al, (2025), J Nucl Med

Representation Invariance and Allocation: When Subgroup Balance Matters.

Alloula A. et al, (2025), CoRR, abs/2512.09496

Interpretable Rheumatoid Arthritis Scoring via Anatomy-aware Multiple Instance Learning.

Bo Z. et al, (2025)

Emerging Semantic Segmentation from Positive and Negative Coarse Label Learning.

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

Exploring the Effectiveness of Deep Features from Domain-Specific Foundation Models in Retinal Image Synthesis.

Skorniewska Z. and Papiez BW., (2025), abs/2506.11753

DiffuSeg: Domain-Driven Diffusion for Medical Image Segmentation.

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

DiffuSeg: Domain-Driven Diffusion for Medical Image Segmentation.

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

Subgroups Matter for Robust Bias Mitigation.

Alloula A. et al, (2025), CoRR, abs/2505.21363

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

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

A Naive Trick to Accelerate Training of LNCC-Based Deep Image Registration Models

Jia X. et al, (2025)

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

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

Cancer Prevention, Detection, and Intervention - Third MICCAI Workshop, CaPTion 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings

(2025), CaPTion@MICCAI, 15199

SpineFM: Leveraging Foundation Models for Automatic Spine X-Ray Segmentation.

Simons SJ. and Papiez BW., (2025), ISBI, 1 - 4

Emerging Semantic Segmentation from Positive and Negative Coarse Label Learning.

Zhang L. et al, (2025), MLMI@MICCAI, 16241, 234 - 244

Search results (137)

Deformation-Recovery diffusion model (DRDM): Instance deformation for image manipulation and synthesis.

AutoPET Challenge on Fully Automated Lesion Segmentation in Oncologic PET/CT Imaging, Part 2: Domain Generalization.

Representation Invariance and Allocation: When Subgroup Balance Matters.

Interpretable Rheumatoid Arthritis Scoring via Anatomy-aware Multiple Instance Learning.

Emerging Semantic Segmentation from Positive and Negative Coarse Label Learning.

Exploring the Effectiveness of Deep Features from Domain-Specific Foundation Models in Retinal Image Synthesis.

DiffuSeg: Domain-Driven Diffusion for Medical Image Segmentation.

DiffuSeg: Domain-Driven Diffusion for Medical Image Segmentation.

Subgroups Matter for Robust Bias Mitigation.

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

A Naive Trick to Accelerate Training of LNCC-Based Deep Image Registration Models

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

Cancer Prevention, Detection, and Intervention - Third MICCAI Workshop, CaPTion 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings

SpineFM: Leveraging Foundation Models for Automatic Spine X-Ray Segmentation.

Emerging Semantic Segmentation from Positive and Negative Coarse Label Learning.

Leading Human Health Forward

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Search results (137)

Leading Human Health Forward