Xiahai Zhuang

Fudan University — China

Computer Science · Physical Sciences

43h-index6.4kcitations234works1.92yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Medical Image Segmentation Techniques(89), Advanced MRI Techniques and Applications(64), Cardiac Imaging and Diagnostics(49), Medical Imaging Techniques and Applications(41), Radiomics and Machine Learning in Medical Imaging(35)

Publications234 total

Integrated local and global Ki67 profiling for prognostic stratification and therapeutic guidance in high-grade neuroendocrine neoplasms: a multicenter validation study
International Journal of Surgery·2025Open Access
Evaluating Foundation Models with Pathological Concept Learning for Kidney Cancer
2025Open Access
Personalized 4D Whole Heart Geometry Reconstruction from Cine MRI for Cardiac Digital Twins
Lecture notes in computer science·2025
Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification
Lecture notes in computer science·2025
BayeSMM: Robust Deep Combined Computing Tackling Heavy-Tailed Distribution in Medical Images
Lecture notes in computer science·2025
Uncertainty-Supervised Interpretable and Robust Evidential Segmentation
Lecture notes in computer science·2025Open Access
Multi-modal MRI Translation via Evidential Regression and Distribution Calibration
Lecture notes in computer science·2025
Bayesian Unsupervised Disentanglement of Anatomy and Geometry for Deep Groupwise Image Registration
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
Selection, Ensemble, and Adaptation: Advancing Multi-Source-Free Domain Adaptation via Architecture Zoo
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
Personalized 4D Whole Heart Geometry Reconstruction from Cine MRI for Cardiac Digital Twins
ArXiv.org·2025Open Access
REDNet: Reliable Evidential Discounting Network for Multi-Modality Medical Image Segmentation
IEEE Transactions on Medical Imaging·2025
CineMyoPS: Segmenting Myocardial Pathologies From Cine Cardiac MR
IEEE Transactions on Medical Imaging·2025
ZSG-Net: A Zero-Shot Super-Resolution Guided Network for Ultrasound Image Segmentation and Classification
IEEE Journal of Biomedical and Health Informatics·2025
Incorporating Pre-Training Data Matters in Unsupervised Domain Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 2 cited
Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification
arXiv (Cornell University)·2025Open Access
ColorAssist: Perception-Based Recoloring for Color Vision Deficiency Compensation
2025Open Access
Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion
2025· 2 cited
coDice: connectivity-preserving dice loss for 2D/3D tubular structure segmentation
2025
Towards Modality- and Sampling-Universal Learning Strategies for Accelerating Cardiovascular Imaging: Summary of the CMRxRecon2024 Challenge
ArXiv.org·2025Open Access
Erratum for: CMRxRecon2024: A Multimodality, Multiview k-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI
Radiology Artificial Intelligence·2025
page 1 of 12Next →

Frequent Co-authors

Lei Li(14), Daniel Rueckert(10), Sébastien Ourselin(8), Wenzhe Shi(8), Reza Razavi(7), Fuping Wu(6), Wenjia Bai(5), Xinzhe Luo(5), Kawal Rhode(5), Guang Yang(5), Pheng‐Ann Heng(4), Maxime Sermesant(4), David J. Hawkes(4), Shangqi Gao(4), Xin Yang(3), Lingchao Xu(3), Raad Mohiaddin(3), Jennifer Keegan(3), David Firmin(3), Cheng Ouyang(3)