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Identifying Depression in Parkinson's Disease by Using Combined Diffusion Tensor Imaging and Support Vector Machine

OBJECTIVE: To investigate white matter microstructural alterations in Parkinson's disease (PD) patients with depression using the whole-brain diffusion tensor imaging (DTI) method and to explore the DTI–based machine learning model in identifying depressed PD (dPD). METHODS: The DTI data were c...

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Detalles Bibliográficos
Autores principales: Yang, Yunjun, Yang, Yuelong, Pan, Aizhen, Xu, Zhifeng, Wang, Lijuan, Zhang, Yuhu, Nie, Kun, Huang, Biao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9251067/
https://www.ncbi.nlm.nih.gov/pubmed/35795798
http://dx.doi.org/10.3389/fneur.2022.878691