Center of Innovation Reports Findings in Parkinson's Disease (Harnessing Voice A nalysis and Machine Learning for Early Diagnosis of Parkinson's Disease: A Compa rative Study Across Three Datasets)

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Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on Neurodegenerative Dise ases and Conditions - Parkinson's Disease is the subject of a report. According to news reporting originating in Sao Paulo, Brazil, by NewsRx editors, the resea rch stated, "This study evaluates the efficacy of voice analysis combined with m achine learning (ML) techniques in enabling the diagnosis of Parkinson's disease (PD). Voice data, phonation of the vowel ‘a,' from three distinct datasets (two from the University of California Irvine ML Repository and one from figshare) f or 432 participants (278 PD patients) were analyzed."

Key words

Sao Paulo/Brazil/South America/Basal Ganglia Diseases and Conditions/Brain Diseases and Conditions/Central Nervous System Diseases and Conditions/Cyborgs/Diagnostics and Screening/Emerging Tec hnologies/Health and Medicine/Machine Learning/Movement Disorders/Nervous Sy stem Diseases and Conditions/Neurodegenerative Diseases and Conditions/Parkins on's Disease/Parkinsonian Disorders/Support Vector Machines

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出版年

2024

Robotics & Machine Learning Daily News

ISSN：

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