Early Recognition of Parkinson's Disease Through Acoustic Analysis and Machine Learning

• Main Authors: Fadavi, Niloofar, Fadavi, Nazanin
• Format: Journal Article
• Language: English
• Published: 22.07.2024
• Subjects: Computer Science - Learning; Computer Science - Numerical Analysis; Mathematics - Numerical Analysis; Quantitative Biology - Neurons and Cognition

Parkinson's Disease (PD) is a progressive neurodegenerative disorder that significantly impacts both motor and non-motor functions, including speech. Early and accurate recognition of PD through speech analysis can greatly enhance patient outcomes by enabling timely intervention. This paper pro...