We’re interested in developing machine learning and deep learning algorithms for processing and analysis of MRI, X-ray and CT for various clinical applications. Below are highlighted representative projects under investigation or recently completed.
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Neuro applications (MRI)
Degenerative brain disease prediction
Multiple sclerosis lesion segmentation
fMRI-based Tactile illusion analysis
White matter hyperintensity volume estimation
Cerebral angiography super-resolution
Musculoskeletal applications (X-ray)
Bone marrow lesion detection
Bone mineral density prediction
Femoral head osteonecrosis grading
Body applications (CT)
Body tissue segmentation
Appendicitis localization
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