Applications of Machine Learning to Diagnosis of Parkinson’s Disease

Applications of Machine Learning to Diagnosis of Parkinson’s Disease

Background: Accurate diagnosis of Parkinson’s disease (PD) is challenging due to its diverse manifestations. Machine learning (ML) algorithms can improve diagnostic precision, but their generalizability across medical centers in China is underexplored. Objective: To assess the accuracy of an ML algo...

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Bibliographic Details
Main Authors: Hong Lai, Xu-Ying Li, Fanxi Xu, Junge Zhu, Xian Li, Yang Song, Xianlin Wang, Zhanjun Wang, Chaodong Wang
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Brain Sciences
Subjects:
Parkinson’s disease
external validation
machine learning
support vector machine
diagnostic accuracy
Online Access:https://www.mdpi.com/2076-3425/13/11/1546

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https://www.mdpi.com/2076-3425/13/11/1546

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