An Interpretable Machine Learning Model to Predict Cortical Atrophy in Multiple Sclerosis

An Interpretable Machine Learning Model to Predict Cortical Atrophy in Multiple Sclerosis

To date, the relationship between central hallmarks of multiple sclerosis (MS), such as white matter (WM)/cortical demyelinated lesions and cortical gray matter atrophy, remains unclear. We investigated the interplay between cortical atrophy and individual lesion-type patterns that have recently eme...

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Bibliographic Details
Main Authors: Allegra Conti, Constantina Andrada Treaba, Ambica Mehndiratta, Valeria Teresa Barletta, Caterina Mainero, Nicola Toschi
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Brain Sciences
Subjects:
cortical atrophy
multiple sclerosis
machine learning
explainability
rim lesions
leukocortical lesions
Online Access:https://www.mdpi.com/2076-3425/13/2/198

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https://www.mdpi.com/2076-3425/13/2/198

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