Awardees

Cohort 4

AD/ADRD

Cognition

Social/Emotional

Resource/Care Access

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University of Illinois Urbana-Champaign | OSF HealthCare

AI-enabled voice agents using machine learning to prevent phishing attacks for older adults at home

Awardee Organization(s):

University of Illinois Urbana-Champaign | OSF HealthCare

Principal Investigator(s):

Gang Wang, PhD | Roopa Foulger | Jonathan A. Handler, MD

AITC Partner:

Cohort 3

Healthy Aging

Decision Support

Tech Adaptations

Tech Acceptance

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Leveraging multimodal LLMs to develop an inclusive and accessible tool that aids older adults when making over-the-counter medication choices

Awardee Organization(s):

University of Maryland

Principal Investigator(s):

Eun Kyoung Choe, PhD

AITC Partner:

Cohort 5

AD/ADRD

Resource/Care Access

Decision Support

Tech Adaptations

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Validating in-home sleep monitoring devices for older adults with chronic conditions and AD/ADRD

Awardee Organization(s):

University of Massachusetts Amherst

Principal Investigator(s):

Rebecca Spencer, PhD

AITC Partner:

Cohort 2

AD/ADRD

Tech Adaptations

Resource/Care Access

Chronic/Comorbid

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Interpretable transformer for AI-based sensing and assessment of chronic pain in long-term care residents with AD/ADRD

Awardee Organization(s):

University of Massachusetts Amherst

Principal Investigator(s):

Xian Du, PhD | Joohyun Chung, PhD, MStat, RN | Shishir Prasad, PhD

AITC Partner:

Cohort 3

AD/ADRD

Cognition

Chronic/Comorbid

Treatment/Care

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Developing an AI-based conversational agent to support the mental well-being of AD/ADRD informal caregivers

Awardee Organization(s):

University of Massachusetts Amherst

Principal Investigator(s):

Ravi Karkar, PhD

AITC Partner:

Cohort 5

AD/ADRD

Tech Adaptations

Decision Support

Social/Emotional

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AI-based multimodal sleep staging via wearables to monitor early cognitive decline in older adults at home

Awardee Organization(s):

University of Massachusetts Amherst

Principal Investigator(s):

Joyita Dutta, PhD

AITC Partner:

Cohort 2

AD/ADRD

Cognition

Chronic/Comorbid

Tech Adaptations

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Using a human-centered approach to design, build, and evaluate conversational care technologies that scaffold meaningful care discussions between older adults and their informal caregivers

Awardee Organization(s):

University of Michigan

Principal Investigator(s):

Robin Brewer, PhD

AITC Partner:

Cohort 1

AD/ADRD

Treatment/Care

Decision Support

Social/Emotional

Tech Acceptance

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Using an adaptable perceptual AI system to provide personalized task assistance for AD/ADRD patients and reduce caregiver burden

Awardee Organization(s):

University of Michigan

Principal Investigator(s):

Joyce Chai, PhD | Anson Kairys, PhD

AITC Partner:

Cohort 5

AD/ADRD

Mobility/ADLs

Social/Emotional

Tech Adaptations

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University of Michigan | UCLA | Harvard University

AI-powered digital dyadic coach using reinforcement learning to promote oral health in older adults

Awardee Organization(s):

University of Michigan | UCLA | Harvard University

Principal Investigator(s):

Inbal Billie Nahum-Shani, PhD | Vivek Shetty, DDS | Guy Shani, PhD, MBA | Susan A. Murphy, PhD

AITC Partner:

Cohort 3

AD/ADRD

Mobility/ADLs

Social/Emotional

Resource/Care Access

Tech Adaptations

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Using machine learning to create data-driven user personas for the design of usable technologies for older adults

Awardee Organization(s):

University of Minnesota

Principal Investigator(s):

Robin Austin, PhD, DNP, DC, RN-BC

AITC Partner:

Cohort 1

Healthy Aging

Decision Support

Tech Acceptance

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AI-powered point-of-care system for motor function assessment to determine MCI, frailty, and fall risk

Awardee Organization(s):

University of Missouri

Principal Investigator(s):

Trent M. Guess, PhD

AITC Partner:

Cohort 3

AD/ADRD

Cognition

Mobility/ADLs

Tech Adaptations

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University of North Carolina at Chapel Hill | University of Massachusetts Boston

Passive wearable sensors using deep learning to create a geriatric functional assessment tool for clinicians

Awardee Organization(s):

University of North Carolina at Chapel Hill | University of Massachusetts Boston

Principal Investigator(s):

John A. Batsis, MD | Xiaohui Liang, PhD

AITC Partner:

Cohort 2

Healthy Aging

Treatment/Care

Mobility/ADLs

Decision Support

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University of North Texas Health Science Center

Using machine learning to predict fall risk in older adults

Awardee Organization(s):

University of North Texas Health Science Center

Principal Investigator(s):

Rita Patterson, PhD

AITC Partner:

Cohort 2

Healthy Aging

Mobility/ADLs

Treatment/Care

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AI-based diagnostic clinical decision support system using collective intelligence and imitation learning to improve primary care diagnostics for older adults

Awardee Organization(s):

University of Pennsylvania

Principal Investigator(s):

Gary Weissman, MD, MSHP

AITC Partner:

Cohort 2

Healthy Aging

Decision Support

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Using machine learning to develop a representative genetic-distance corrected epigenetic clock for understanding disparities in aging and AD/ADRD

Awardee Organization(s):

University of Pennsylvania

Principal Investigator(s):

Rory Boyle, PhD

AITC Partner:

Cohort 4

AD/ADRD

Cognition

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Predicting depression and burden in AD/ADRD caregivers by using machine learning to analyze clinician–caregiver interactions

Awardee Organization(s):

University of Pennsylvania

Principal Investigator(s):

Nancy Hodgson, PhD, RN

AITC Partner:

Cohort 4

AD/ADRD

Cognition

Chronic/Comorbid

Social/Emotional

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Using computer vision and NLP to improve early detection of cognitive impairment in AD/ADRD patients during clinical encounters

Awardee Organization(s):

University of Pennsylvania

Principal Investigator(s):

Kyra O'Brien, MD, MSHP

AITC Partner:

Cohort 4

AD/ADRD

Cognition

Chronic/Comorbid

Decision Support

Tech Acceptance

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Analysis and AI-guided allocation of specialized palliative care for AD/ADRD patients to increase hospital-free days

Awardee Organization(s):

University of Pennsylvania

Principal Investigator(s):

Emily Moin, MD, MBE | Scott Halpern, MD, PhD

AITC Partner:

Cohort 4

AD/ADRD

Treatment/Care

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Implementing trustworthy generative AI in the development of clinical chatbots to answer AD/ADRD patient questions and reduce genetic counselor time when conducting APOE genetic testing

Awardee Organization(s):

University of Pennsylvania

Principal Investigator(s):

Angela R. Bradbury, MD

AITC Partner:

Cohort 5

AD/ADRD

Tech Acceptance

Tech Adaptations

Treatment/Care

Resource/Care Access

Decision Support

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Developing a machine learning–driven decision support algorithm using passive, wearable sensor data to identify heart failure exacerbations and response to treatment

Awardee Organization(s):

University of Pennsylvania

Principal Investigator(s):

Pamela Z. Cacchione, PhD, CRNP, RN

AITC Partner:

Cohort 5

Healthy Aging

Chronic/Comorbid

Decision Support

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University of Pennsylvania Frontotemporal Degeneration Center

Wearable sensors capturing digital autonomic biomarkers to detect empathy loss for frontotemporal dementia (bvFTD)

Awardee Organization(s):

University of Pennsylvania Frontotemporal Degeneration Center

Principal Investigator(s):

Emma Rhodes, PhD

AITC Partner:

Cohort 1

AD/ADRD

Cognition

Social/Emotional

Resource/Care Access

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Intelligent decision-making tool to connect individuals with AD/ADRD and their caregivers to health app technologies

Awardee Organization(s):

University of Pittsburgh

Principal Investigator(s):

Julie Faieta, PhD, MOT OTR/L

AITC Partner:

Cohort 2

AD/ADRD

Decision Support

Resource/Care Access

Tech Adaptations

Tech Acceptance

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Monitoring vital signs for older adults using an AI-powered biomagnetism wearable

Awardee Organization(s):

University of Pittsburgh

Principal Investigator(s):

Longfei Shangguan, PhD

AITC Partner:

Cohort 4

Healthy Aging

Mobility/ADLs

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A machine learning-enabled speech-based screening tool for AD/ADRD caregivers

Awardee Organization(s):

University of Southern California

Principal Investigator(s):

Maja Matarić, PhD | Jesse Thomason, PhD

AITC Partner:

Cohort 1

AD/ADRD

Treatment/Care

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AI-enhanced virtual reality music intervention for AD/ADRD care

Awardee Organization(s):

University of Tennessee, Knoxville

Principal Investigator(s):

Jindong Tan, PhD

AITC Partner:

Cohort 3

AD/ADRD

Social/Emotional

Tech Acceptance

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University of Texas Health Science Center at Houston

Using NLP and machine learning to detect adverse drug events for older adults with heart failure in clinical settings

Awardee Organization(s):

University of Texas Health Science Center at Houston

Principal Investigator(s):

Min Ji Kwak, MD, MS, DrPH | Sunyang Fu, PhD, MHI

AITC Partner:

Cohort 4

Healthy Aging

Chronic/Comorbid

Treatment/Care

Decision Support

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Web-based cognitive enhancement program using AI to improve cognitive training and assessment for older adults

Awardee Organization(s):

University of Virginia | Calbium AI

Principal Investigator(s):

Meghan K. Mattos, PhD, RN, CNL | Serkan Sandikcioglu, MEM

AITC Partner:

Cohort 4

Healthy Aging

Cognition

Decision Support

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University of Virginia | University of Pennsylvania

AI-driven AD/ADRD risk prediction models using explainable machine learning and bias identification and mitigation techniques to aid point-of-care clinical decision support

Awardee Organization(s):

University of Virginia | University of Pennsylvania

Principal Investigator(s):

Aidong Zhang, PhD | Carol Manning, PhD | Li Shen, PhD | Mary Regina Boland, PhD, MPhil

AITC Partner: