Gradient boosting for Parkinson’s disease diagnosis from voice recordings

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...

Full description

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:
Parkinson’s disease
Gradient boosting
Machine learning
Artificial intelligence
Speech test
Online Access:http://link.springer.com/article/10.1186/s12911-020-01250-7

Internet

http://link.springer.com/article/10.1186/s12911-020-01250-7

Similar Items