Gait classification of parkinson’s disease patients using efficient representations from autoencoders

ABSTRACT : Parkinson’s Disease (PD) is one of the most common neurodegenerative diseases. Patients manifest a progressive degeneration of dopamine, which plays a key role in abilities such as the locomotion, cognitive capabilities, sleep regulation and mood. One of the symptoms of the disease is the...

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Autores:

Guerrero Cristancho, Juan Sebastián

Tipo de recurso:

Trabajo de grado de pregrado

Fecha de publicación:

2022

Institución:

Universidad de Antioquia

Repositorio:

Repositorio UdeA

Idioma:

eng

OAI Identifier:

oai:bibliotecadigital.udea.edu.co:10495/30530

Acceso en línea:

https://hdl.handle.net/10495/30530

Palabra clave:

Parkinson Disease
Enfermedad de Parkinson
Machine learning
Aprendizaje automático (Inteligencia artificial)
Neural networks (Computer science)
Redes neurales (computadores)

Rights

openAccess

License

https://creativecommons.org/licenses/by-nc-sa/4.0/