A supervised framework for lesion segmentation and automated VLSM analyses in left hemispheric stroke

INTRODUCTION: Voxel-based lesion-symptom mapping (VLSM) is conventionally performed using skill and knowledge of experts to manually delineate brain lesions. This process requires time, and is likely to have substantial inter-rater variability. Here, we propose a supervised machine learning framewor...

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Bibliographic Details
Main Authors: Dorian Pustina, Myrna F. Schwartz, Brian Avants
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-05-01
Series:Frontiers in Psychology
Subjects:
T1W
Online Access:http://journal.frontiersin.org/Journal/10.3389/conf.fpsyg.2015.65.00027/full