Predicting Long‐Term Depression Progression in Parkinson's Disease: A Machine‐Learning Survival Analysis and Risk Score

20260 citationsJournal Articlegold Open Access

Authors

Defu Liu · Capital Medical University

Chong Qi · Beijing Institute of Neurosurgery

Jiansong Huang · Capital Medical University

Hao Xie · Capital Medical University

Yutong Zhuang · Capital Medical University

Quan Zhang · Capital Medical University

Xinyu Zhao ·

Abstract

An explainable survival model and integer-based risk score using routinely collected measures predicted long-term dPD progression and enabled pragmatic risk stratification to support early, personalized management.

Topics & Keywords

Parkinson's Disease Mechanisms and Treatments Voice and Speech Disorders Neurological disorders and treatments

Publication Details

Published in: CNS Neuroscience & Therapeutics

Volume 32, Issue 4, pp. e70845-e70845

DOI: 10.1002/cns.70845

Field-Weighted Citation Impact: 0.00

Command Palette

Predicting Long‐Term Depression Progression in Parkinson's Disease: A Machine‐Learning Survival Analysis and Risk Score

Authors

Abstract

Topics & Keywords

Publication Details