Predicting Pain in People With Sickle Cell Disease in the Day Hospital Using the Commercial Wearable Apple Watch: Feasibility Study.

Rebecca Sofia Stojancic,Arvind Subramaniam,Caroline Vuong, Kumar Utkarsh,Nuran Golbasi,Olivia Fernandez,Nirmish Shah

JMIR Formative Research（2023）

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摘要

The strong performance of the model in all metrics validates feasibility and the ability to use data collected from a noninvasive device, the Apple Watch, to predict the pain scores during VOCs. It is a novel and feasible approach and presents a low-cost method that could benefit clinicians and individuals with sickle cell disease in the treatment of VOCs.

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关键词

Apple Watch,consumer wearable,machine learning,mobile health,pain,predict,prediction,sickle cell disease,smartwatch,vaso-occlusive crises,wearable

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