Machine Learning for Early Detection of Cognitive Decline in Parkinson’s Disease Using Multimodal Biomarker and Clinical Data

Raziyeh Mohammadi,Samuel Y. E. Ng, Jayne Y. Tan,Adeline S. L. Ng,Xiao Deng,Xinyi Choi, Dede L. Heng,Shermyn Neo,Zheyu Xu,Kay-Yaw Tay,Wing-Lok Au,Eng-King Tan,Louis C. S. Tan,Ewout W. Steyerberg,William Greene,Seyed Ehsan Saffari

BIOMEDICINES（2024）

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Key words

neurodegenerative disease,cognitive dysfunction,Parkinson’s disease,early diagnosis,risk assessment,machine learning,blood biomarkers,Montreal cognitive assessment,nonmotor symptoms,predictive models

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