A comparison of manual and automated neural architecture search for white matter tract segmentation

Abstract Segmentation of white matter tracts in diffusion magnetic resonance images is an important first step in many imaging studies of the brain in health and disease. Similar to medical image segmentation in general, a popular approach to white matter tract segmentation is to use U-Net based art...

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Bibliographic Details
Main Authors: Ari Tchetchenian, Yanming Zhu, Fan Zhang, Lauren J. O’Donnell, Yang Song, Erik Meijering
Format: Article
Language:English
Published: Nature Portfolio 2023-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-28210-1