TEDS-Net: enforcing diffeomorphisms in spatial transformers to guarantee topology preservation in segmentations

Accurate topology is key when performing meaningful anatomical segmentations, however, it is often overlooked in traditional deep learning methods. In this work we propose TEDS-Net: a novel segmentation method that guarantees accurate topology. Our method is built upon a continuous diffeomorphic fra...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Wyburd, MK, Jenkinson, M, Dinsdale, NK, Namburete, AIL
Fformat: Conference item
Iaith:English
Cyhoeddwyd: Springer 2021