Leveraging Pretrained Transformers for Efficient Segmentation and Lesion Detection in Cone-Beam Computed Tomography Scans

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov et al. · arXiv (Cornell University) · 2020 · 21.6K citations · Full text

Computing, Computer Science, Computer Vision +14

User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability

Paul A. Yushkevich, Joseph Piven, Heather C. Hazlett et al. · NeuroImage · 2006 · 9K citations

Computing, Anatomy, Biomedical Engineering +16

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

Konstantinos Kamnitsas, Christian Ledig, Virginia Newcombe et al. · Medical Image Analysis · 2016 · 3.5K citations · Full text

Computing, Computer Science, Radiology +17

Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations

Carole H. Sudre, Wenqi Li, Tom Vercauteren et al. · Lecture notes in computer science · 2017 · 2.6K citations · Full text

Computing, Computer Science, Computer Vision +7

The Medical Segmentation Decathlon

Michela Antonelli, Annika Reinke, Spyridon Bakas et al. · Nature Communications · 2022 · 1.2K citations · Full text

Computing, Biomedical Engineering, Computer Science +10