Utilizing Aerobic Capacity Data for EDSS Score Estimation in Multiple Sclerosis: A Machine Learning Approach

Utilizing Aerobic Capacity Data for EDSS Score Estimation in Multiple Sclerosis: A Machine Learning Approach

The Expanded Disability Status Scale (EDSS) is the most popular method to assess disease progression and treatment effectiveness in patients with multiple sclerosis (PwMS). One of the main problems with the EDSS method is that different results can be determined by different physicians for the same...

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Bibliographic Details
Main Authors: Seda Arslan Tuncer, Cagla Danacı, Furkan Bilek, Caner Feyzi Demir, Taner Tuncer
Format: Article
Language:English
Published: MDPI AG 2024-06-01
Series:Diagnostics
Subjects:
aerobic capacity
Expanded Disability Status Scale
gradient boosting
machine learning
multiple sclerosis
Online Access:https://www.mdpi.com/2075-4418/14/12/1249

Internet

https://www.mdpi.com/2075-4418/14/12/1249

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