Detection of mild cognitive impairment in Parkinson’s disease using gradient boosting decision tree models based on multilevel DTI indices

BACKGROUND: Cognitive dysfunction is the most common non-motor symptom in Parkinson’s disease (PD), and timely detection of a slight cognitive decline is crucial for early treatment and prevention of dementia. This study aimed to build a machine learning model based on intra- and/or intervoxel metri...

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Detalles Bibliográficos
Autores principales: Chen, Boyu, Xu, Ming, Yu, Hongmei, He, Jiachuan, Li, Yingmei, Song, Dandan, Fan, Guo Guang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10165759/
https://www.ncbi.nlm.nih.gov/pubmed/37158918
http://dx.doi.org/10.1186/s12967-023-04158-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10165759/
https://www.ncbi.nlm.nih.gov/pubmed/37158918
http://dx.doi.org/10.1186/s12967-023-04158-8

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