Multi-Task Learning based 3-Dimensional Striatal Segmentation of MRI - a Multi-modal Objective Assessment
M. Serrano-Sosa, J. X. Van Snellenberg, J. Meng, K. Spuhler, J. J. Weinstein, A. Abi-Dargham, M. Slifstein, C. Huang
This paper applies multi-task learning to automate 3D striatal segmentation in MRI, achieving results comparable to manual segmentation with high Dice similarity and correlation metrics.
bioRxiv · Jul 13, 2020 · PreprintBioengineering