Article
A Novel Machine Learning Based Framework for Developing Composite Digital Biomarkers of Disease Progression
2024-09-24
Abstract excerpt
<h4>Background</h4> Current methods of measuring disease progression of neurodegenerative disorders, including Parkinson’s disease (PD), largely rely on composite clinical rating scales, which are prone to subjective biases and lack the sensitivity to detect progression signals in a timely manner. Digital health technology (DHT)-derived measures offer potential solutions to provide objective, precise, and sensitiv...
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Identifiers and source
- Literature Corpus work
- 25e02acd-0222-5717-8305-684f7cc88c27
- DOI
- 10.1101/2024.09.23.24313737
