Imperial College London

DrWenjiaBai

Faculty of MedicineDepartment of Brain Sciences

Lecturer in Artificial Intelligence in Medicine
 
 
 
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Contact

 

+44 (0)20 7594 8291w.bai Website

 
 
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Location

 

Data Science InstituteWilliam Penney LaboratorySouth Kensington Campus

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Summary

 

Summary

I am a lecturer jointly at Data Science Institute and Department of Brain Sciences, Imperial College London. I am also affiliated with Biomedical Image Analysis Group, Department of Computing.

My research is at the interface between machine learning and medical imaging. I am interested in medical image segmentation, registration, reconstruction, classification and prediction problems, as well as their translation to clinical research and healthcare. I feel fortunate to work with colleagues that span the spectrum from computing to medicine.

Previously, I completed my D.Phil in Engineering Science at University of Oxford and my M.Eng and B.Eng in Automation at Tsinghua University.

Please visit my personal website for more information.

Publications

Journals

Biffi C, Cerrolaza Martinez JJ, Tarroni G, et al., 2020, Explainable anatomical shape analysis through deep hierarchical generative models, Ieee Transactions on Medical Imaging, ISSN:0278-0062

Tarroni G, Bai W, Oktay O, et al., Large-scale quality control of cardiac imaging in population studies: application to UK biobank, Scientific Reports, ISSN:2045-2322

Suzuki H, Venkataraman AV, Bai W, et al., 2019, Associations of Regional Brain Structural Differences With Aging, Modifiable Risk Factors for Dementia, and Cognitive Performance., Jama Netw Open, Vol:2

More Publications