Gradient boosting for Parkinson’s disease diagnosis from voice recordings

Abstract Background Parkinson’s Disease (PD) is a clinically diagnosed neurodegenerative disorder that affects both motor and non-motor neural circuits. Speech deterioration (hypokinetic dysarthria) is a common symptom, which often presents early in the disease course. Machine learning can help move...

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Bibliographic Details
Main Authors: Ibrahim Karabayir, Samuel M. Goldman, Suguna Pappu, Oguz Akbilgic
Format: Article
Language:English
Published: BMC 2020-09-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12911-020-01250-7