Cheng Ouyang

University of Oxford — United Kingdom

Mathematics · Physical Sciences

19h-index1.8kcitations117works3.22yr avg
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Research Topics

Differential Equations and Numerical Methods(34), Differential Equations and Boundary Problems(19), Material Science and Thermodynamics(19), Radiomics and Machine Learning in Medical Imaging(16), Target Tracking and Data Fusion in Sensor Networks(13)

Publications117 total

Extreme cardiac MRI analysis under respiratory motion: Results of the CMRxMotion challenge
Medical Image Analysis·2025· 3 citedOpen Access
Does DINOv3 Set a New Medical Vision Standard? Benchmarking 2D and 3D Classification, Segmentation, and Registration
ArXiv.org·2025· 1 citedOpen Access
Beyond Benchmarks: Dynamic, Automatic And Systematic Red-Teaming Agents For Trustworthy Medical Language Models
arXiv (Cornell University)·2025Open Access
Sensorless control of PMSM based on an improved sliding mode observer
Journal of Physics Conference Series·2025Open Access
Research on permanent magnet synchronous motor control based on an improved high-order sliding mode observer
Journal of Physics Conference Series·2025Open Access
Erratum for: CMRxRecon2024: A Multimodality, Multiview k-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI
Radiology Artificial Intelligence·2025
Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs
arXiv (Cornell University)·2025Open Access
The state-of-the-art in cardiac MRI reconstruction: Results of the CMRxRecon challenge in MICCAI 2023
Medical Image Analysis·2025· 14 cited
CMRxRecon2024: A Multimodality, Multiview k-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI
Radiology Artificial Intelligence·2025· 7 citedOpen Access
Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs
2025
Unsupervised Single-source Domain Generalization for Robust Quantification of Lymphatic Perfusion
Informatik aktuell·2025
A multi-modality, multi-view k-space dataset boosting universal machine learning for cardiac MRI reconstruction
Journal of Cardiovascular Magnetic Resonance·2025· 9 citedOpen Access
Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results
IEEE Transactions on Medical Imaging·2024· 13 citedOpen Access
CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI
arXiv (Cornell University)·2024· 1 citedOpen Access
Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere
arXiv (Cornell University)·2024Open Access
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts
arXiv (Cornell University)·2024· 1 citedOpen Access
The state-of-the-art in Cardiac MRI Reconstruction: Results of the CMRxRecon Challenge in MICCAI 2023
arXiv (Cornell University)·2024· 2 citedOpen Access
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement
arXiv (Cornell University)·2024· 2 citedOpen Access
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts
Lecture notes in computer science·2024· 10 cited
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training
2024
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Frequent Co-authors

Daniel Rueckert(17), Wenjia Bai(13), Chen Chen(12), Chen Qin(9), Carlo Biffi(6), Huaqi Qiu(6), Shuo Wang(6), Zeju Li(6), Qi Dou(5), Hao Chen(5), Pheng‐Ann Heng(5), Xiahai Zhuang(5), Jinming Duan(5), Cheng Chen(4), Giacomo Tarroni(4), Jo Schlemper(4), Mo Jia-Qi(4), Ben Glocker(3), Konstantinos Kamnitsas(3), Hongbing Ji(3)