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Mistikist

An AI-assisted brainwave regulation concept aimed at cognition and well-being in older adults.

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GetSetUp

An AI framework to detect loneliness from voice and text during everyday activities and trigger timely, personalized re-engagement.

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MRI-Age

A deep learning tool that derives biological age from abdominal MRI–based muscle and fat composition to identify frailty risk.

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Behavioral Analytics is the New Medical Device

A remote passive monitoring approach using multi-modal home sensors and analytics (EmPowerYu) to track behaviors relevant to AD/ADRD.

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SENIORS IN TRANSITION LLC

An AI-powered communication app to connect caregivers and families with real-time updates and predictive alerts for older adults’ care.

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UMN/NCSU

NPI-augmented machine learning models that integrate EHR data with a literature-derived knowledge graph to predict and inform AD/ADRD prevention.

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Vertical Foot Clearance and Time-of-Pickup for Elderly Using Wearables

A wearable IMU-based system to measure Time of Pickup and Vertical Foot Clearance in daily life to assess fall risk in seniors.

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AI-driven cognitive enhancement and assessment program

A web-based program (“LookAlikes”) that uses AI to personalize cognitive exercises and provide engaging assessment for older adults at risk for Alzheimer’s disease.

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Florida International University

A project to co-design symptom-specific digital biomarkers and personalized interventions for neurodegenerative conditions.

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Navigation Solutions LLC

A pilot comparing clinic vs. at-home gait measures in at-fall-risk older adults using a compact real-time foot-tracking wearable (RT-BLE-001).

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Digital Imaging to assess Dermatoporosis

A project to train and validate a model that detects skin frailty (dermatoporosis) from anonymized hand/forearm images to encourage care-seeking.

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Quabra

A mobile and web tool for no-cost, at-home screening of cognitive change with monthly self-tests and alerts.

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