Surface spherical encoding and contrastive learning for virtual bone shape aging

F Calivá, S Kamat, AM Martinez, S Majumdar… - Medical Image …, 2022 - Elsevier
Bone shape changes are considered a relevant biomarker in understanding the onset and
progression of knee osteoarthritis (OA). This study used a novel deep learning pipeline to …

Gadolinium Free Synthetic Inflammation Imaging

H Umesh, F Caliva, J Liu, X Li, T Link, S Majumdar… - archive.ismrm.org
Traditional MRI imaging involves injecting gadolinium-diethylenetriamine pentaacetic acid
(Gd-DTPA), a pure substance that induces contrast to highlight inflammation and blood …