Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning

Liam Chalcroft, Jenny Crinion, Cathy J. Price +1

Self-supervised deep learning has accelerated 2D natural image analysis but remains difficult to translate into 3D MRI, where data are scarce and pre-trained 2D backbones cannot ca…