Research Articles and Presentations
Explore our collection of research articles and presentations showcasing advancements in health monitoring technology. From real-time, in-home sensing systems to predictive analytics, these studies highlight the impact of innovative tools on improving senior care and early detection of health changes. Discover how our technology is shaping the future of proactive and personalized care for aging populations.
Click each article to learn more.
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In 2023, Sovrinti completed a program sponsored by the National Institute on Aging (NIA) to forecast acute health occurrences before they escalate. Led by Johns Hopkins as part of the AI Technology Collaboratory, Sovrinti successfully developed a deep learning algorithm for early detection. Using data from the Sovrin IoT Activity of Daily Living (ADL) system, which included sensor data collected during the 2020-2023 NIA ADL research, the algorithm identifies subtle shifts in daily patterns that signal potential health risks.
This innovation is set to transform proactive healthcare by offering early warnings, enabling timely interventions, and improving outcomes for seniors.
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This research paper examines how well the Sovrin IoT in-home sensing system tracks changes in daily activities compared to traditional surveys. In a study involving 117 caregiver and care recipient pairs, researchers used Sovrin's smart home sensors to monitor activities in real-time and then compared these results with monthly ADCS-ADL survey data. The study aimed to see if Sovrin's system could provide a sensitive and accurate picture of daily functioning, especially for older adults with mild to moderate cognitive decline.
The results showed that Sovrin’s system detected changes in daily activities at levels similar to or better than traditional surveys, making it a promising tool for monitoring early signs of decline. With continuous, non-invasive tracking, the Sovrin IoT system offers caregivers and healthcare providers a more detailed and up-to-date understanding of care needs—potentially improving care planning and support for aging adults.
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Presentation (Click to view.)
Cutting-edge technology took center stage as Sovrinti and its research partners—Birkeland Current, Texas A&M, Baylor Scott and White Health, and Georgia Tech—presented groundbreaking findings at the annual scientific meeting of the Gerontological Society of America (GSA) on November 10, 2021.
The presentation showcased initial results of Activity of Daily Living (ADL) scoring and provided an in-depth overview of the Sovrinti system. Attendees gained insights into the innovative solutions developed through the NIH National Institute on Aging (NIA) Small Business Innovation Research program, which birthed Sovrinti.