Learning osteoarthritis imaging biomarkers from bone surface spherical encoding.

Bone shape was successfully used as a predictive imaging biomarker for OA. This approach is novel in the field of deep learning applications for musculoskeletal imaging and can be expanded to other OA biomarkers.