Multimodal conversational AI to assist older adults with daily tasks at home

Awardee Organization(s): Pennsylvania State University
Principal Investigator(s): Rui Zhang, PhD | Marie Boltz, PhD, GNP-BC
Official Project Title: Task-Oriented Multimodal Conversational AI for Assisting Older Adults with Daily Tasks
AITC Partner: PennAITech
Website(s):
https://www.eecs.psu.edu/
https://ryanzhumich.github.io/

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Non-intrusive in-home activities of daily living monitoring using a self-supervised multi-sensor fusion model that detects behavior changes associated with AD/ADRD

Awardee Organization(s): University of California San Diego
Principal Investigator(s): Xinyu Zhang, PhD | Alison Moore, MD, MPH
Official Project Title: Non-Intrusive, Fine-Grained In-Home Daily Activity Transcription for Alzheimer’s Monitoring
AITC Partner: PennAITech
Website(s): http://xyzhang.ucsd.edu

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Physiological Detection and Monitoring of Alzheimer’s Disease

Using wireless dry-sensor EEG wearables and an AI-based neural algorithms to detect early-stage AD/ADRD
Awardee Organization(s): Cogwear LLC
Principal Investigator(s): David Yonce, MS, MBA
Official Project Title: Physiological Detection and Monitoring of Alzheimer’s Disease
AITC Partner: PennAITech
Website(s): www.cogweartech.com

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RGBd+ Thermal Computer Vision Platform for Home Monitoring and Telehealth

Combining AI-enabled RGBd+ stereo vision and thermal sensors for home monitoring and telehealth
Awardee Organization(s): Bestie Bot
Principal Investigator(s): Richard Everts
Official Project Title: RGBd+ Thermal Computer Vision Platform for Home Monitoring and Telehealth
AITC Partner: PennAITech
Website(s): www.bestiebot.com

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Smartphone app using heuristic AI to help caregivers prioritize and manage neuropsychiatric symptoms of AD/ADRD

Awardee Organization(s): New York University Rory Meyers College of Nursing
Principal Investigator(s): Ab Brody, PhD, RN
Official Project Title: Aliviado Dementia Care Machine Learning Algorithm Development for Caregiving
AITC Partner: PennAITech
Website(s):
https://www.aliviado.org
http://nursing.nyu.edu
https://www.hign.org

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Speech processing-based novel algorithm for proactive, automated screening of African American home healthcare patients at risk for MCI and early dementia

Awardee Organization(s): VNS Health | Columbia University Irving Medical Center
Principal Investigator(s): Maryam Zolnoori, PhD
Official Project Title: Identifying Home Healthcare Patients With Mild Cognitive Impairment and Early Dementia via Analysis of Patient-Nurse Verbal Communication
AITC Partner: PennAITech
Website(s):
https://www.cuimc.columbia.edu
http://vnshealth.org

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Using AI/ML and continuous gait data from environmental sensors to analyze mobility changes associated with AD/ADRD in older adults

Awardee Organization(s): Foresite Healthcare
Principal Investigator(s): Nicholas Kalaitzandonakes, PhD
Official Project Title: AI/ML Analyses of Mobility Changes Among Elderly Using Continuous Gait Data
AITC Partner: PennAITech
Website(s): https://www.foresitehealthcare.com/

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