Machine Learning Smart System for Parkinson Disease Classification Using the Voice as a Biomarker

Machine Learning Smart System for Parkinson Disease Classification Using the Voice as a Biomarker

Objectives This study presents PD Predict, a machine learning system for Parkinson disease classification using voice as a biomarker. Methods We first created an original set of recordings from the mPower study, and then extracted several audio features, such as mel-frequency cepstral coefficient (M...

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Bibliographic Details
Main Authors: Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi
Format: Article
Language:English
Published: The Korean Society of Medical Informatics 2022-07-01
Series:Healthcare Informatics Research
Subjects:
parkinson disease
voice disorders
machine learning
diagnosis
computer-assisted
medical informatics applications
Online Access:http://www.e-hir.org/upload/pdf/hir-2022-28-3-210.pdf

Internet

http://www.e-hir.org/upload/pdf/hir-2022-28-3-210.pdf

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