Interpretable Machine Learning for Stroke Recovery: Predicting Discharge and 3-Month Functional Outcomes.

Introduction: Stroke is a leading cause of disability worldwide. This study uses Machine Learning models to investigate factors influencing modified Rankin Scale scores at discharge and three months post-discharge. Methods: Data from 116 stroke patients were analyzed using four predictive models: Lo...

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Bibliographic Details
Published in:NeuroRehabilitation Vol. 58; no. 3; pp. 453 - 463
Main Authors: Augusto, Inês Carvalho Martins, Antonio, Nuno, Marreiros, Ana, Ramalhete, Sara Ventura, Nzwalo, Hipólito
Format: research tables/charts Journal Article
Published: Sage Publications Inc. May2026
Online Access:View this record in EBSCOhost