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...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
The Korean Society of Medical Informatics
2022-07-01
|
| Series: | Healthcare Informatics Research |
| Subjects: | |
| Online Access: | http://www.e-hir.org/upload/pdf/hir-2022-28-3-210.pdf |