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Autoencoder Composite Scoring to Evaluate Prosthetic Performance in Individuals with Lower Limb Amputation

We created an overall assessment metric using a deep learning autoencoder to directly compare clinical outcomes in a comparison of lower limb amputees using two different prosthetic devices—a mechanical knee and a microprocessor-controlled knee. Eight clinical outcomes were distilled into a single m...

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Detalles Bibliográficos
Autores principales: Tabashum, Thasina, Xiao, Ting, Jayaraman, Chandrasekaran, Mummidisetty, Chaithanya K., Jayaraman, Arun, Albert, Mark V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9598529/
https://www.ncbi.nlm.nih.gov/pubmed/36290540
http://dx.doi.org/10.3390/bioengineering9100572