Application of Open-Source, Low-Code Machine-Learning Library in Python to Diagnose Parkinson's Disease Using Voice Signal Features

Application of Open-Source, Low-Code Machine-Learning Library in Python to Diagnose Parkinson's Disease Using Voice Signal Features

Abstract Parkinson's disease (PD), the second most prevalent neurodegenerative disorder after Alzheimer's disease, affects approximately 10 million individuals worldwide. The disease is characterized by both motor and non-motor symptoms, and clinical aspects are pivotal for diagnosis. Voca...

Full description

Saved in:
Bibliographic Details
Main Authors: Daniel Hilário da Silva, Caio Tonus Ribeiro, Leandro Rodrigues da Silva Souza, Adriano Alves Pereira
Format: Article
Language:English
Published: Instituto de Tecnologia do Paraná (Tecpar) 2025-03-01
Series:Brazilian Archives of Biology and Technology
Subjects:
machine learning
medical diagnosis
Parkinson’s Disease
PyCaret
voice signal.
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132025000100602&lng=en&tlng=en
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items