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Early Detection and Management of Cognitive Impairment in Parkinson's Disease: A Predictive Model Approach.

Li Li | Shan Tang | Bin Hao | Xiaoqin Gao | Haiyan Liu | Bo Wang | Hui Qi
Brain and behavior | 2025

The study aims to identify risk factors associated with cognitive impairment in Parkinson's disease and to develop a predictive model to facilitate early clinical detection, diagnosis, and management, thereby enhancing patient prognosis and quality of life.

Pubmed ID: 40079619

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Associated grants

  • Agency: Shanxi Provincial Science and Technology Strategy Research Special Program,

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This is a list of tools and resources that we have found mentioned in this publication.


SPSS (tool)

RRID:SCR_002865

Software package used for interactive, or batched, statistical analysis in social science, health sciences and marketing. Software platform offers advanced statistical analysis, a library of machine-learning algorithms, text analysis, open-source extensibility, integration with big data and deployment into applications.Versions that were produced by SPSS Inc. before the IBM acquisition (Versions 18 and earlier) would be given origin or publisher of SPSS Inc. in Chicago.

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ggplot2 (tool)

RRID:SCR_014601

Open source software package for statistical programming language R to create plots based on grammar of graphics. Used for data visualization to break up graphs into semantic components such as scales and layers.

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