Prof Malcolm Granat's Outputs (3)

A machine learning classification model for monitoring the daily physical behaviour of lower-limb amputees (2021)
Journal Article
Griffiths, B., Diment, L., & Granat, M. (2021). A machine learning classification model for monitoring the daily physical behaviour of lower-limb amputees. Sensors, 21(22), e7458. https://doi.org/10.3390/s21227458

There are currently limited data on how prosthetic devices are used to support lower-limb prosthesis users in their free-living environment. Possessing the ability to monitor a patient’s physical behaviour while using these devices would enhance our... Read More about A machine learning classification model for monitoring the daily physical behaviour of lower-limb amputees.

A multi-center randomized control trial, comparing gamification with remote monitoring against standard rehabilitation for patients after arthroscopic shoulder surgery (2021)
Journal Article
Marley, W., Barratt, A., Pigott, T., Granat, M., Wilson, J., & Roy, B. (2022). A multi-center randomized control trial, comparing gamification with remote monitoring against standard rehabilitation for patients after arthroscopic shoulder surgery. Journal of Shoulder and Elbow Surgery, 31(1), 8-16. https://doi.org/10.1016/j.jse.2021.08.019

Gamification has become increasingly popular in rehabilitation and is viewed as a tool to improve patient activation, motivation and engagement. The aim of this study was to compare the efficacy of validated Exergames played through a system using 'd... Read More about A multi-center randomized control trial, comparing gamification with remote monitoring against standard rehabilitation for patients after arthroscopic shoulder surgery.

Estimating changes in physical behavior during lockdowns using accelerometry‐based simulations in a large UK cohort (2021)
Journal Article
Speirs, C., Granat, M., Stamatakis, E., & Hamer, M. (2021). Estimating changes in physical behavior during lockdowns using accelerometry‐based simulations in a large UK cohort. Scandinavian Journal of Medicine and Science in Sports, 31(12), 2221-2229. https://doi.org/10.1111/sms.14032

AbstractTo contain the recent COVID‐19 outbreak, restrictions have been imposed, which has limited outdoor activity. These physical behavior changes can have serious health implications, but there is little objective information quantifying these cha... Read More about Estimating changes in physical behavior during lockdowns using accelerometry‐based simulations in a large UK cohort.