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Smart Physiotherapy: Advancing Arm-Based Exercise Classification with PoseNet and Ensemble Models

Telephysiotherapy has emerged as a vital solution for delivering remote healthcare, particularly in response to global challenges such as the COVID-19 pandemic. This study seeks to enhance telephysiotherapy by developing a system capable of accurately classifying physiotherapeutic exercises using Po...

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Principais autores: Shahzad Hussain, Hafeez Ur Rehman Siddiqui, Adil Ali Saleem, Muhammad Amjad Raza, Josep Alemany Iturriaga, Álvaro Velarde-Sotres, Isabel De la Torre Díez, Sandra Dudley
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-09-01
Serier:Sensors
Fag:
telephysiotherapy
PoseNet
exercise classification
machine learning
ensemble models
healthcare technology
Online adgang:https://www.mdpi.com/1424-8220/24/19/6325
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