Data-Driven Prediction of Fatigue in Parkinson’s Disease Patients

Data-Driven Prediction of Fatigue in Parkinson’s Disease Patients

Introduction: Numerous non-motor symptoms are associated with Parkinson’s disease (PD) including fatigue. The challenge in the clinic is to detect relevant non-motor symptoms while keeping patient-burden of questionnaires low and to take potential subgroups such as sex differences into account. The...

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Bibliographic Details
Main Authors: Dong Goo Lee, Adrian Lindsay, Adam Yu, Samantha Neilson, Kristen Sundvick, Ella Golz, Liam Foulger, Maryam Mirian, Silke Appel-Cresswell
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Artificial Intelligence
Subjects:
Parkinson’s disease
fatigue
machine learning
artificial intelligence
sex
random forest
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2021.678678/full

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