The Importance of Real-World Validation of Machine Learning Systems in Wearable Exercise Biofeedback Platforms: A Case Study

Machine learning models are being utilized to provide wearable sensor-based exercise biofeedback to patients undertaking physical therapy. However, most systems are validated at a technical level using lab-based cross validation approaches. These results do not necessarily reflect the performance le...

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Detalles Bibliográficos
Autores principales: Argent, Rob, Bevilacqua, Antonio, Keogh, Alison, Daly, Ailish, Caulfield, Brian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8037109/
https://www.ncbi.nlm.nih.gov/pubmed/33801763
http://dx.doi.org/10.3390/s21072346

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8037109/
https://www.ncbi.nlm.nih.gov/pubmed/33801763
http://dx.doi.org/10.3390/s21072346

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