Local Pattern Transformation Based Feature Extraction for Recognition of Parkinson’s Disease Based on Gait Signals

Local Pattern Transformation Based Feature Extraction for Recognition of Parkinson’s Disease Based on Gait Signals

Parkinson’s disease (PD) is a neuro-degenerative disorder primarily triggered due to the deterioration of dopamine-producing neurons in the substantia nigra of the human brain. The early detection of Parkinson’s disease can assist in preventing deteriorating health. This paper analyzes human gait si...

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Bibliographic Details
Main Authors: S. Jeba Priya, Arockia Jansi Rani, M. S. P. Subathra, Mazin Abed Mohammed, Robertas Damaševičius, Neha Ubendran
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Diagnostics
Subjects:
Parkinson’s disease
Parkinson’s gait
symmetrically weighted local neighbour gradient pattern
local pattern transformation
feature extraction
Online Access:https://www.mdpi.com/2075-4418/11/8/1395

Internet

https://www.mdpi.com/2075-4418/11/8/1395

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