Detecting Minor Symptoms of Parkinson’s Disease in the Wild Using Bi-LSTM with Attention Mechanism

Detecting Minor Symptoms of Parkinson’s Disease in the Wild Using Bi-LSTM with Attention Mechanism

Parkinson’s disease (PD) is a neurodegenerative disorder characterized by motor and nonmotor impairment with various implications on patients’ quality of life. Since currently available therapies are only symptomatic, identifying individuals with prodromal, preclinical, or early-stage PD is crucial,...

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Bibliographic Details
Main Authors: Vasileios Skaramagkas, Iro Boura, Cleanthi Spanaki, Emilia Michou, Georgios Karamanis, Zinovia Kefalopoulou, Manolis Tsiknakis
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Sensors
Subjects:
Parkinson’s disease
Bi-LSTM with attention
in the wild detection
accelerometer
deep learning
Online Access:https://www.mdpi.com/1424-8220/23/18/7850

Internet

https://www.mdpi.com/1424-8220/23/18/7850

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