Contrastive learning of global and local features for medical image segmentation with limited annotations

von Chaitanya, Krishna
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 16 of 27 (2021)

Task-Agnostic Out-of-Distribution Detection Using Kernel Density Estimation

von Erdil, Ertunc
Veröffentlicht in UNSURE (3. : 2021 : Online) Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis (2021)

Modelling the Distribution of 3D Brain MRI Using a 2D Slice VAE

von Volokitin, Anna
Veröffentlicht in MICCAI (23. : 2020 : Online) Medical image computing and computer assisted intervention - MICCAI 2020 ; Part 7 (2020)