Detailed delineation of the fetal brain in diffusion MRI via multi-task learning
Davood Karimi, Camilo A. Calixto, Haykel Snoussi, Bo Li, María Camila Cortés-Albornoz, Clemente Velasco‐Annis, Caitlin K. Rollins, Lana Pierotich, Camilo E. Jaimes, Ali Gholipour, Simon Keith Warfield
This paper develops a multi-task deep learning method to segment and parcellate fetal brain structures from diffusion MRI, achieving high accuracy in tissue segmentation, tract segmentation, and parcellation.
IEEE Transactions on Medical Imaging · Oct 9, 2025Peer-reviewedBioengineering