Angular Velocity Analysis Boosted by Machine Learning for Helping in the Differential Diagnosis of Parkinson’s Disease and Essential Tremor

Angular Velocity Analysis Boosted by Machine Learning for Helping in the Differential Diagnosis of Parkinson’s Disease and Essential Tremor

Recent research has shown that smartphones/smartwatches have a high potential to help physicians to identify and differentiate between different movement disorders. This work aims to develop Machine Learning models to improve the differential diagnosis between patients with Parkinson's Disease...

Full description

Bibliographic Details
Main Authors: Julian D. Loaiza Duque, Antonio J. Sanchez Egea, Theresa Reeb, Hernan A. Gonzalez Rojas, Andres M. Gonzalez-Vargas
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Differential diagnosis
Parkinson's disease
essential tremor
gyroscope
kinematic analysis
machine learning
Online Access:https://ieeexplore.ieee.org/document/9091038/

Internet

https://ieeexplore.ieee.org/document/9091038/

Similar Items