A clinically motivated self-supervised approach for content-based image retrieval of CT liver images

2 code implementations • 11 Jul 2022 • Kristoffer Knutsen Wickstrøm, Eirik Agnalt Østmo, Keyur Radiya, Karl Øyvind Mikalsen, Michael Christian Kampffmeyer, Robert Jenssen

We address these limitations by (1) proposing a self-supervised learning framework that incorporates domain-knowledge into the training procedure and (2) providing the first representation learning explainability analysis in the context of CBIR of CT liver images.

Content-Based Image Retrieval Representation Learning +2