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Updated: Jul 10, 2026

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
Published on: April 12, 2021
Continuous activity monitoring and intelligent contextual prompting to improve medication adherence
Jay Lundell1, Tamara L Hayes, Sengul Vurgun
1Digital Health Group at Intel Corporation, 20270 NW, Amberglen Ct, AG1-102, Beaverton, OR 97229, USA. jay.lundell@intel.com
Abstract:
Poor medication adherence is a serious medical problem, particularly in older adults. Various solutions have been developed to remind people to take their medications, but these systems are usually simple time-based alarm systems that are not particularly effective. We describe a system that is context aware, and that utilizes information about past patterns of behavior plus the current context to provide prompts at the appropriate time and place. A case study from our initial deployment of the system to eleven older adults illustrates the possibilities and advantages of context aware prompting systems.
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