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...

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Chi tiết về thư mục
Những tác giả chính: Christopher Duckworth, Bethany Cliffe, Brian Pickering, Ben Ainsworth, Alison Blythin, Adam Kirk, Thomas M. A. Wilkinson, Michael J. Boniface
Định dạng: Bài viết
Ngôn ngữ:English
Được phát hành: Nature Portfolio 2024-03-01
Loạt:npj Digital Medicine
Truy cập trực tuyến:https://doi.org/10.1038/s41746-024-01063-2