Jinming Duan

University Hospitals Birmingham NHS Foundation Trust — United Kingdom

Computer Science · Physical Sciences

31h-index3.4kcitations191works2.62yr avg
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Research Topics

Medical Image Segmentation Techniques(57), Advanced MRI Techniques and Applications(33), Medical Imaging Techniques and Applications(25), Image and Signal Denoising Methods(22), Sparse and Compressive Sensing Techniques(15)

Publications191 total

Personalised approach to hypertension treatment: Rationale and design of the HYPERMARKER randomised trial
2026Open Access
Erythropoiesis-stimulating agents to reduce heart failure hospitalization: a systematic review and meta-analysis
European Journal of Heart Failure·2026Open Access
Anatomically Constrained Transformers for Echocardiogram Analysis
arXiv (Cornell University)·2025Open Access
Synthetic Anatomy: Deep Learning Models for Virtual Population Generation–A Review
2025Open Access
EsurvFusion: An Evidential Multimodal Survival Fusion Model Based on Epistemic Random Fuzzy Sets
IEEE Transactions on Fuzzy Systems·2025
Artificial Intelligence in the Diagnosis and Management of Atrial Fibrillation
Diagnostics·2025Open Access
MCM: Mamba-Based Cardiac Motion Tracking Using Sequential Images in MRI
Lecture notes in computer science·2025· 1 cited
Robust tumor segmentation in incomplete multi-modal imaging via a synergy of diffusion and Mamba models
Biomedical Signal Processing and Control·2025· 1 citedOpen Access
Anatomically Constrained Transformers for Cardiac Amyloidosis Classification
Lecture notes in computer science·2025
Long-term stabilized iris tracking with unsupervised constraints on dynamic AS-OCT
Medical Image Analysis·2025
Quasi-instantaneous subject-specific slice-by-slice pTx pulse design with Deep Learning: application to 2D diffusion MRI
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
CardAIc-Agents: A Multimodal Framework with Hierarchical Adaptation for Cardiac Care Support
arXiv (Cornell University)·2025Open Access
UniAV: Unified Audio-Visual Perception for Multi-Task Video Event Localization
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 4 cited
Ophthalmic imaging as a measure of cardiovascular and neurological health: a multi-omic analysis of deep-learning derived phenotypes
2025Open Access
Unsupervised Deformable Image Registration with Structural Nonparametric Smoothing
Lecture notes in computer science·2025
Accelerating cardiac radial-MRI: Fully polar based technique using compressed sensing and deep learning
Medical Image Analysis·2025Open Access
MCM: Mamba-based Cardiac Motion Tracking using Sequential Images in MRI
arXiv (Cornell University)·2025Open Access
Unsupervised Deformable Image Registration with Structural Nonparametric Smoothing
arXiv (Cornell University)·2025Open Access
SACB-Net: Spatial-Awareness Convolutions for Medical Image Registration
2025· 2 cited
LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos
2025· 5 cited
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Frequent Co-authors

Daniel Rueckert(17), Jo Schlemper(11), Wenjia Bai(9), Declan P. O’Regan(9), Zhenkuan Pan(8), Chen Qin(8), Xi Jia(7), Linlin Shen(7), Carlo Biffi(6), Antonio de Marvao(6), Ghalib Bello(5), Hyung Jin Chang(5), Wenqi Lu(5), Li Bai(5), Guodong Wang(5), Joseph V. Hajnal(5), Timothy J. W. Dawes(4), Aleš Leonardis(4), Zhaowen Qiu(4), Christopher R. Tench(4)