The prevalence of medication non-adherence poses a critical challenge with far-reaching health implications and substantial economic consequences. The PERACTIV project addresses this issue with a wrist-worn device that meticulously tracks hand and finger movements, offering real-time insights into medication intake routines. In the context of smart cities and healthcare innovation, this project provides a groundbreaking solution to the persistent problem of medication adherence. This paper introduces the integration of PERACTIV wearable technology with an automated annotation pipeline utilizing Force Sensing Resistor (FSR) technology. Placed strategically on the index finger, FSR records force during pivotal pill-related moments, eliminating the need for time-consuming manual data annotation. Together, the PERACTIV wearable and FSR-powered pipeline form a promising solution for medication adherence, particularly beneficial for individuals living independently and those with memory impairments. The research methodology involved focus groups to explore the intricacies of medication adherence challenges. Section 2 discusses the findings derived from these groups, providing a foundational understanding. Section 3 introduces the FSR-powered automated annotation pipeline, comprehensively analyzing micro-activities during pill-taking. These micro-activities encompass diverse elements, contributing to a holistic understanding crucial for effective analysis. This paper underscores the transformative potential of technology and innovation in healthcare research, setting the stage for seamless integration of medication adherence into daily life. The future promises a more connected and informed healthcare landscape driven by the synergy of PERACTIV wearable and FSR automation.
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Smart Medication Management: Enhancing Medication Adherence with an IoT-Based Pill Dispenser and Smart Cup
- Award ID(s):
- 2125654
- PAR ID:
- 10543228
- Publisher / Repository:
- IEEE
- Date Published:
- ISBN:
- 979-8-3503-7198-7
- Page Range / eLocation ID:
- 137 to 144
- Format(s):
- Medium: X
- Location:
- Laguna Hills, CA, USA
- Sponsoring Org:
- National Science Foundation
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