Traumatic Brain Injury Rehabilitation Outcome Prediction Using Machine Learning Methods

Traumatic Brain Injury Rehabilitation Outcome Prediction Using Machine Learning Methods

Objective: To investigate the performance of machine learning (ML) methods for predicting outcomes from inpatient rehabilitation for subjects with TBI using a dataset with a large number of predictor variables. Our second objective was to identify top predictive features selected by the ML models fo...

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Bibliographic Details
Main Authors: Nitin Nikamanth Appiah Balaji, MS, Cynthia L. Beaulieu, PhD, Jennifer Bogner, PhD, Xia Ning, PhD
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Archives of Rehabilitation Research and Clinical Translation
Subjects:
Machine learning
Rehabilitation
Traumatic brain injury
Online Access:http://www.sciencedirect.com/science/article/pii/S2590109523000575

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http://www.sciencedirect.com/science/article/pii/S2590109523000575

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