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 and E...
- Autores:
-
Sanchez Egea, Antonio J.
Reeb, Theresa
González, Hernán Alberto
Loaiza Duque, Julián David
González Vargas, Andrés Mauricio
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2020
- Institución:
- Universidad Autónoma de Occidente
- Repositorio:
- RED: Repositorio Educativo Digital UAO
- Idioma:
- eng
- OAI Identifier:
- oai:red.uao.edu.co:10614/13381
- Acceso en línea:
- https://hdl.handle.net/10614/13381
- Palabra clave:
- Diagnóstico diferencial
Giroscopios
Redes de área corporal (Electrónica)
Body area networks
Differential diagnosis
Parkinson’s disease
Essential tremor
gyroscope
Kinematic analysis
Machine learning
- Rights
- openAccess
- License
- Derechos reservados - IEEE, 2020