Automatic brain quantification in children with unilateral cerebral palsy

Automatic brain quantification in children with unilateral cerebral palsy

Assessing brain damage in children with spastic unilateral cerebral palsy (uCP) is challenging, particularly in clinical settings. In this study, we developed and validated a deep learning-based pipeline to automatically quantify lesion-free brain volumes. Using T1-weighted and FLAIR MRI data from 3...

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Bibliographic Details
Main Authors: Jaime Simarro, Thibo Billiet, Thanh Vân Phan, Simon Van Eyndhoven, Monica Crotti, Lize Kleeren, Lisa Mailleux, Nofar Ben Itzhak, Diana M. Sima, Els Ortibus, Ahmed M. Radwan
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Neuroscience
Subjects:
brain volume quantification
neurodevelopmental disorders
cerebral palsy
deep learning
magnetic resonance imaging
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2025.1540480/full
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https://www.frontiersin.org/articles/10.3389/fnins.2025.1540480/full

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