Characterising user engagement with mHealth for chronic disease self-management and impact on machine learning performance

Abstract Mobile Health (mHealth) has the potential to be transformative in the management of chronic conditions. Machine learning can leverage self-reported data collected with apps to predict periods of increased health risk, alert users, and signpost interventions. Despite this, mHealth must balan...

Полное описание

Библиографические подробности
Главные авторы: Christopher Duckworth, Bethany Cliffe, Brian Pickering, Ben Ainsworth, Alison Blythin, Adam Kirk, Thomas M. A. Wilkinson, Michael J. Boniface
Формат: Статья
Язык:English
Опубликовано: Nature Portfolio 2024-03-01
Серии:npj Digital Medicine
Online-ссылка:https://doi.org/10.1038/s41746-024-01063-2