Behavioral Analytics is the New Medical Device

Continuous ambient sensing aims to detect deviations from routine and inform caregivers and care teams in real time.

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The project evaluates feasibility and acceptance of EmPowerYu’s multi-modal sensor system for people living with AD/ADRD and their caregivers. By integrating home automation sensors with machine-learning analytics, the platform summarizes sleep, routines, kitchen activity, environment, and device readings to identify changes that may signal health events, supporting safer aging at home and caregiver decision-making.

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Gene Wang

Founder of Care Daily developing AI-powered caregiving and home monitoring tools.

Shifali Singh

Harvard psychiatrist researching digital markers of mood and cognitive disorders.

Tracy Vannorsdall

Neuropsychologist at Johns Hopkins studying cognitive and neuropsychiatric measurement in aging.

Neal K. Shah

CEO of CareYaya using AI to scale caregiver and elder support technologies.

Michael C. Schubert

Johns Hopkins expert in vestibular and balance rehabilitation for older adults.

Rachel Sava

McLean Hospital researcher studying digital tools for cognitive and emotional health in aging.