Prediction and detection of freezing of gait in Parkinson’s disease from plantar pressure data using long short-term memory neural-networks

BACKGROUND: Freezing of gait (FOG) is a walking disturbance in advanced stage Parkinson’s disease (PD) that has been associated with increased fall risk and decreased quality of life. Freezing episodes can be mitigated or prevented with external intervention such as visual or auditory cues, activate...

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Detalles Bibliográficos
Autores principales: Shalin, Gaurav, Pardoel, Scott, Lemaire, Edward D., Nantel, Julie, Kofman, Jonathan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8626900/
https://www.ncbi.nlm.nih.gov/pubmed/34838066
http://dx.doi.org/10.1186/s12984-021-00958-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8626900/
https://www.ncbi.nlm.nih.gov/pubmed/34838066
http://dx.doi.org/10.1186/s12984-021-00958-5

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