Learning joint segmentation of tissues and brain lesions from
task-specific hetero-modal domain-shifted datasets

Learning joint segmentation of tissues and brain lesions from task-specific hetero-modal domain-shifted datasets

8 September 2020

Carole H. Sudre

M. Jorge Cardoso

Sebastien Ourselin

Tom Kamiel Magda Vercauteren

Papers citing "Learning joint segmentation of tissues and brain lesions from task-specific hetero-modal domain-shifted datasets"

5 / 5 papers shown

Title
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels Zifu Wang Xuefei Ning Matthew B. Blaschko VLM 30 12 0 11 Feb 2023
Multi-center anatomical segmentation with heterogeneous labels via landmark-based models Nicolás Gaggion Maria Vakalopoulou Diego H. Milone Enzo Ferrante 30 5 0 14 Nov 2022
Can segmentation models be trained with fully synthetically generated data? Virginia Fernandez W. H. Pinaya Pedro Borges Petru-Daniel Tudosiu M. Graham Tom Kamiel Magda Vercauteren M. Jorge Cardoso DiffM MedIm 43 45 0 17 Sep 2022
Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation Lucas Fidon Michael Aertsen Doaa Emam Nada Mufti Frédéric Guffens ... A. David Andrew Melbourne Sébastien Ourselin Jam Deprest Tom Kamiel Magda Vercauteren 26 23 0 08 Jul 2021
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 138 426 0 09 Mar 2020