Wenjia Bai

University of Stuttgart — Germany

Computer Science · Physical Sciences

47h-index10.4kcitations308works3.32yr avg
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Research Topics

Medical Image Segmentation Techniques(81), Advanced MRI Techniques and Applications(63), Radiomics and Machine Learning in Medical Imaging(61), Medical Imaging Techniques and Applications(55), Cardiovascular Function and Risk Factors(48)

Publications308 total

Beyond scaling curves: internal dynamics of neural networks through the NTK lens
Machine Learning Science and Technology·2026Open Access
Genetic–exposome axis orchestrates cardiac motion patterns
2025Open Access
Extreme cardiac MRI analysis under respiratory motion: Results of the CMRxMotion challenge
Medical Image Analysis·2025· 3 citedOpen Access
MRI-based multi-organ clocks for healthy aging and disease assessment
Nature Medicine·2025· 5 citedOpen Access
New Genetic Loci Implicated in Cardiac Morphology and Function Using Three-Dimensional Population Phenotyping
Circulation Genomic and Precision Medicine·2025Open Access
Brain–heart–eye axis revealed by multi-organ imaging genetics and proteomics
Nature Biomedical Engineering·2025· 4 citedOpen Access
Multi-agent Reasoning for Cardiovascular Imaging Phenotype Analysis
Lecture notes in computer science·2025
CardiacFlow: 3D+t Four-Chamber Cardiac Shape Completion and Generation via Flow Matching
Lecture notes in computer science·2025
Does DINOv3 Set a New Medical Vision Standard? Benchmarking 2D and 3D Classification, Segmentation, and Registration
ArXiv.org·2025· 1 citedOpen Access
CardiacFlow: 3D+t Four-Chamber Cardiac Shape Completion and Generation via Flow Matching
arXiv (Cornell University)·2025Open Access
4-025 Facilitating AI-ECG models for rare cardiac diseases: transfer learning and synthetic data generation for brugada ECG classification
2025· 1 citedOpen Access
Multi-organ AI Endophenotypes Chart the Heterogeneity of Pan-disease in the Brain, Eye, and Heart
2025· 2 citedOpen Access
Sleep chart of biological aging clocks in middle and late life
2025Open Access
Segmenteverygrain: A Python module for segmentation of grains in images
The Journal of Open Source Software·2025· 4 citedOpen Access
Titin’s role in diastolic heart function across species
2025Open Access
Sex-specific body fat distribution predicts cardiovascular ageing
European Heart Journal·2025· 13 citedOpen Access
A multi-modal vision knowledge graph of cardiovascular disease
2025Open Access
How Far Have Medical Vision-Language Models Come? A Comprehensive Benchmarking Study
arXiv (Cornell University)·2025Open Access
Multi-organ MRI digitizes biological aging clocks across proteomics, metabolomics, and genetics
2025· 1 citedOpen Access
Multi-Agent Reasoning for Cardiovascular Imaging Phenotype Analysis
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Daniel Rueckert(37), Declan P. O’Regan(18), Antonio de Marvao(13), Paul M. Matthews(11), Giacomo Tarroni(10), Ozan Oktay(9), Stuart A. Cook(9), Ben Glocker(9), Hideaki Suzuki(8), Steffen E. Petersen(8), Martin Rajchl(7), Konstantinos Kamnitsas(6), Timothy J. W. Dawes(6), James S. Ware(6), Wenzhe Shi(6), Bernhard Kainz(5), Matthew Sinclair(5), Chen Chen(5), Chen Qin(5), Stefan K. Piechnik(4)