Vol2Brain: A New Online Pipeline for Whole Brain MRI Analysis.

ABSTRACT: Automatic and reliable quantitative tools for MR brain image analysis are a very valuable resource for both clinical and research environments. In the past few years, this field has experienced many advances with successful techniques based on label fusion and more recently deep learning. However, few of them have been specifically designed to provide a dense anatomical labeling at the multiscale level and to deal with brain anatomical alterations such as white matter lesions (WML). In this work, we present a fully automatic pipeline (vol2Brain) for whole brain segmentation and analysis, which densely labels (N > 100) the brain while being robust to the presence of WML. This new pipeline is an evolution of our previous volBrain pipeline that extends significantly the number of regio

SUBMITTER: Manjon JV 

PROVIDER: S-EPMC9171328 | biostudies-literature | 2022

REPOSITORIES: biostudies-literature