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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Bibliographic Details
Main Authors: Thasina Tabashum, Ting Xiao, Chandrasekaran Jayaraman, Chaithanya K. Mummidisetty, Arun Jayaraman, Mark V. Albert
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Bioengineering
Subjects:
Online Access:https://www.mdpi.com/2306-5354/9/10/572