Paper Key : IRJ************676
Author: Harini Kr,Shahid Majeed Sheikh,Sriram S,Kanagaraj S
Date Published: 07 Jan 2023
Abstract
Parkinson's disease is a progressive, long-term neurological condition. The central nervous system of the human brain is disturbed by Parkinson's disease (PD), which can negatively impact a patient's quality of life. Basic cognitive abilities such as speaking, writing, walking, and others become increasingly difficult as dopamine-producing neurons in some areas of the brain are damaged or die. Patientssymptoms worsen with time, which causes them to become more severe. In this essay, we examined three key characteristics of PD: speech, gait signal measurements made by PD patients. The algorithms Deep Neural Network, K-Nearest Neighbors, Bagger Classification, Support Vector Machine, Learn Without Forgetting Approach, and Extreme Gradient Boosting Algorithm have all been compared here.
DOI LINK : 10.56726/IRJMETS32779 https://www.doi.org/10.56726/IRJMETS32779