Back to search

Article

Remote AI Screening for Parkinson's Disease: A Multimodal, Cross-Setting Validation Study

2025-06-26

Abstract excerpt

<title>Abstract</title> <p>PARK is a web-based artificial intelligence (AI) tool for remote screening of Parkinson's disease (PD) using video and audio recordings of speech, facial expression, and motor tasks performed via webcam. The study draws on data from 1,865 participants across diverse global demographics and recording environments, including supervised clinical settings and unsupervised home use. On three...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
fa6f2ae5-8a53-56c7-8dea-ee7ec289be0f
DOI
10.21203/rs.3.rs-6844936/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Remote AI Screening for Parkinson's Disease: A Multimodal, Cross-Setting Validation StudyDOI 10.21203/rs.3.rs-6844936/v1
Remote clinical decision support tool for Parkinson's disease assessment using a novel approach that combines AI and clinical knowledgeSemantic proximity
Smartphone-Derived Ocular Motor Biomarkers Enable AI to Assess Neurodegeneration in Huntington’s DiseaseSemantic proximity
Implementation of a Comprehensive Telehealth Assessment Battery for Complex Neurogenetic Disease: An Observational Study of Rapid-Onset Dystonia-ParkinsonismSemantic proximity
Fair and Accessible Parkinson’s Disease Screening using a Machine Learning-Powered Web Platform: Research Protocol and Preliminary ResultsSemantic proximity
From Clinical Criteria to AI-Based Classification of Advanced Parkinson’s Disease: A Data-Driven Approach Using Structured PPMI DataSemantic proximity
Evaluation of a speech-based AI system for early detection of Alzheimer’s disease remotely via smartphonesSemantic proximity
Explainable Artificial Intelligence to Diagnose Early Parkinson’s Disease via Voice AnalysisSemantic proximity
Digital Phenotyping of Parkinson’s Disease via Natural Language ProcessingSemantic proximity
Harnessing Voice Analysis and Machine Learning for Early Diagnosis of Parkinson's Disease: A Comparative Study Across Three DatasetsSemantic proximity
Ai-Augmented Management of Pharmacoresistant Insomnia and Restless Legs Syndrome in Park2 Parkinson’s Disease: an N-Of-1 Case Report Integrating Pharmacogenetics, Chronopharmacology, Digital Monitoring, and an Llm Co-PilotSemantic proximity
Online unsupervised performance-based cognitive testing: A feasible and reliable approach to scalable cognitive phenotyping of Parkinson's patients.Semantic proximity
Using a Smartwatch and Smartphone to Assess Early Parkinson’s Disease in the WATCH-PD Study – 12-month resultsSemantic proximity
Select a neighboring publication to make it the new centre.