Wen-bin Teng on Muck Rack

Wen-bin Teng

As seen in: Frontiers, TechTrends
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Articles

Development and external validation of a machine learning-based model for identifying advanced Parkinson’s disease

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By Shao-dan Zhou, Wen-bin Teng, Chao Qin, Rui-ting Hu, Xiao-Ru Tan, Bing-Hua Lv, Fu-Zan Wei
| Frontiers
Abstract Background: Identifying patients with advanced stage in Parkinson’s disease (PD) is crucial for timely therapeutic intervention, yet current tools rely on subjective clinical scales or expensive biomarkers. We aimed to develop and validate a predictive model based on routine blood biomarkers selected by machine learning algorithms. Methods: We retrospectively analyzed data from 536 PD patients in a discovery cohort and 80 patients in an independent external validation cohort.
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