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Identifying clinical features and blood biomarkers associated with mild cognitive impairment in Parkinson disease using machine learning |
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| Authors: | Xiao Deng Yilin Ning Seyed Ehsan Saffari Bin Xiao Chenglin Niu Samuel Yong Ern Ng Nicole Chia Xinyi Choi Dede Liana Heng Yi Jayne Tan Ebonne Ng Zheyu Xu Kay-Yaw Tay Wing-Lok Au Adeline Ng Eng-King Tan Nan Liu Louis C. S. Tan |
| Affiliation: | 1. Department of Neurology, National Neuroscience Institute, Singapore City, Singapore Duke-NUS Medical School, Singapore City, Singapore;2. Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore City, Singapore;3. Department of Neurology, National Neuroscience Institute, Singapore City, Singapore Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore City, Singapore;4. Department of Neurology, National Neuroscience Institute, Singapore City, Singapore;5. Duke-NUS Medical School, Singapore City, Singapore |
| Abstract: | |
| Keywords: | biomarkers interpretable machine learning mild cognitive impairment Parkinson disease |