Brain structural features with functional priori to classify Parkinson’s disease and multiple system atrophy using diagnostic MRI

Brain structural features with functional priori to classify Parkinson’s disease and multiple system atrophy using diagnostic MRI

Abstract Clinical two-dimensional (2D) MRI data has seen limited application in the early diagnosis of Parkinson’s disease (PD) and multiple system atrophy (MSA) due to quality limitations, yet its diagnostic and therapeutic potential remains underexplored. This study presents a novel machine learni...

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Bibliographic Details
Main Authors: Kai Zhou, Jie Li, Rui Huang, Jiali Yu, Rong Li, Wei Liao, Fengmei Lu, Xiaofei Hu, Huafu Chen, Qing Gao
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Parkinson’s disease
Multiple system atrophy
MRI
Machine learning
Classification
Online Access:https://doi.org/10.1038/s41598-025-04969-3
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https://doi.org/10.1038/s41598-025-04969-3

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