Digital Biomarker Representing Frailty Phenotypes: The Use of Machine Learning and Sensor-Based Sit-to-Stand Test

Digital Biomarker Representing Frailty Phenotypes: The Use of Machine Learning and Sensor-Based Sit-to-Stand Test

Since conventional screening tools for assessing frailty phenotypes are resource intensive and unsuitable for routine application, efforts are underway to simplify and shorten the frailty screening protocol by using sensor-based technologies. This study explores whether machine learning combined wit...

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Bibliographic Details
Main Authors: Catherine Park, Ramkinker Mishra, Amir Sharafkhaneh, Mon S. Bryant, Christina Nguyen, Ilse Torres, Aanand D. Naik, Bijan Najafi
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Sensors
Subjects:
physical frailty
frailty phenotype
machine learning
digital health
sit-to-stand test
wearable technology
Online Access:https://www.mdpi.com/1424-8220/21/9/3258

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https://www.mdpi.com/1424-8220/21/9/3258

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