Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for Brain Tumor Segmentation: BraTS 2020 Challenge

von Fidon, Lucas
Veröffentlicht in Brain Lesion workshop (6. : 2020 : Online) Brainlesion: glioma, multiple sclerosis, stroke and traumatic brain injuries ; Part 2 (2021)

Min-Cut Max-Flow for Network Abnormality Detection: Application to Preterm Birth

von Irzan, Hassna
Veröffentlicht in UNSURE (2. : 2020 : Online) Uncertainty for safe utilization of machine learning in medical imaging, and graphs in biomedical image analysis (2020)

Generalized Wasserstein Dice Loss, Test-Time Augmentation, and Transformers for the BraTS 2021 Challenge

von Fidon, Lucas
Veröffentlicht in International Brain Lesion Workshop (7. : 2021 : Online) Brainlesion ; Part 2 (2022)

Label-Set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation

von Fidon, Lucas
Veröffentlicht in MICCAI (24. : 2021 : Online) Medical image computing and computer assisted intervention - MICCAI 2021 ; Part 2 (2021)

Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI

von Fidon, Lucas
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)