Awardees

Cohort 4

AD/ADRD

Cognition

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Using LLM-based chatbots for personalized clinical trial education and participation support for older adults with AD/ADRD and caregivers

Awardee Organization(s):

S-3 Research LLC

Principal Investigator(s):

Timothy Mackey, PhD

AITC Partner:

Cohort 4

AD/ADRD

Tech Acceptance

Tech Adaptations

Resource/Care Access

Decision Support

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Wearable EEG device designed for older adults that enhances slow-wave sleep utilizing AI-enabled acoustic simulation

Awardee Organization(s):

Sequoia

Principal Investigator(s):

Joshua Blair, MS | Youseph Yazdi, PhD

AITC Partner:

Cohort 1

AD/ADRD

Chronic/Comorbid

Treatment/Care

Tech Adaptations

Resource/Care Access

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Socratic Sciences Inc. | University of Massachusetts Amherst

Leveraging an LLM-based facilitation bot to enhance peer-to-peer support among informal caregivers of people with AD/ADRD

Awardee Organization(s):

Socratic Sciences Inc. | University of Massachusetts Amherst

Principal Investigator(s):

Gregory Stock, PhD, MBA | Hamed Zamani, PhD

AITC Partner:

Cohort 5

AD/ADRD

Social/Emotional

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Developing a deep neural network risk protection model from in-home sensing data to predict adverse events in AD/ADRD populations

Awardee Organization(s):

Sovrinti Inc.

Principal Investigator(s):

John Fitch, MS

AITC Partner:

Cohort 1

AD/ADRD

Cognition

Mobility/ADLs

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Passive voice monitoring mobile app using NLP and machine learning to detect early signs of chronic obstructive pulmonary disease exacerbation in older adults

Awardee Organization(s):

Stanford University

Principal Investigator(s):

Jennifer Williams, MD

AITC Partner:

Cohort 2

Healthy Aging

Chronic/Comorbid

Resource/Care Access

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Ambient intelligence for non-intrusive assessment of neuropsychiatric symptoms

Awardee Organization(s):

Stanford University

Principal Investigator(s):

Ehsan Adeli, PhD

AITC Partner:

Cohort 2

AD/ADRD

Cognition

Treatment/Care

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Objective assessment app utilizing computer vision to evaluate cognitive and motor functioning in older adults at risk for AD/ADRD

Awardee Organization(s):

Stanford University

Principal Investigator(s):

Ehsan Adeli, PhD

AITC Partner:

Cohort 3

AD/ADRD

Cognition

Mobility/ADLs

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Using machine learning and digital imaging to detect skin frailty among older adults living in under-resourced communities

Awardee Organization(s):

Stanford University

Principal Investigator(s):

Anne Lynn Chang, MD

AITC Partner:

Cohort 4

Healthy Aging

Chronic/Comorbid

Resource/Care Access

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Leveraging AI to develop a sleep-promoting device that improves slow-wave sleep in patients with AD

Awardee Organization(s):

Synaptic Health LLC

Principal Investigator(s):

Brian Krohn, PhD

AITC Partner:

Cohort 5

AD/ADRD

Cognition

Chronic/Comorbid

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Validating an AI-enhanced remote patient monitoring platform for orthostatic vital signs, with the goal of preventing falls in older adults

Awardee Organization(s):

TRACE Biometrics LLC

Principal Investigator(s):

Amar Basu, PhD | Michael Busa, PhD

AITC Partner:

Cohort 2

Healthy Aging

Chronic/Comorbid

Mobility/ADLs

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AI-based continuous and passive health monitoring system using mmWave radar to enable caregivers to monitor AD/ADRD progression and tailor care interventions

Awardee Organization(s):

Tellus You Care

Principal Investigator(s):

Ryan Gooch, PhD | Rebecca Spencer, PhD

AITC Partner:

Cohort 2

AD/ADRD

Cognition

Treatment/Care

Mobility/ADLs

Decision Support

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Identifying barriers to adoption and refining an AI-powered speech recognition system to support individuals with severe dysarthria

Awardee Organization(s):

The Babel Group

Principal Investigator(s):

Katie Seaver, MS, CCC-SLP

AITC Partner:

Cohort 5

Healthy Aging

Treatment/Care

Chronic/Comorbid

Mobility/ADLs

Social/Emotional

Tech Adaptations

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Tufts University | Arizona State University | Walk With Path

Using novel pressure-sensing insoles to better predict and treat falls in home and clinical settings

Awardee Organization(s):

Tufts University | Arizona State University | Walk With Path

Principal Investigator(s):

Linda Denney, PT, PhD | Daniel Peterson, PhD

AITC Partner:

Cohort 2

Healthy Aging

Mobility/ADLs

Tech Adaptations

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Using AI and in-shoe sensors to analyze gait patterns of patients with normal pressure hydrocephalus for early detection and diagnosis

Awardee Organization(s):

UC Irvine Health

Principal Investigator(s):

Jefferson W. Chen, MD, PhD

AITC Partner:

Cohort 4

AD/ADRD

Mobility/ADLs

Chronic/Comorbid

Decision Support

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AI-driven epigenetic analysis using DNA methylation data and genome-wide histone modification maps to identify biomarkers for aging and AD/ADRD

Awardee Organization(s):

UCLA

Principal Investigator(s):

Jason Ernst, PhD

AITC Partner:

Cohort 4

AD/ADRD

Cognition

Chronic/Comorbid

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Using machine learning to implement personalized EHR test result communication tools for older adults

Awardee Organization(s):

UCLA

Principal Investigator(s):

Catherine Sarkisian, MD, MSHS

AITC Partner:

Cohort 4

Healthy Aging

Decision Support

Chronic/Comorbid

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Using digital biomarkers and AI for continuous cognitive assessment and AD/ADRD risk detection in caregivers of persons living with dementia

Awardee Organization(s):

UCSD | UCLA

Principal Investigator(s):

Raeanne Moore, PhD | Yeonsu Song, PhD

AITC Partner:

Cohort 4

AD/ADRD

Cognition

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UMass Chan Medical School | Boston University

Development of machine learning models from walking cadence monitoring to assess aging and cognitive health

Awardee Organization(s):

UMass Chan Medical School | Boston University

Principal Investigator(s):

Honghuang Lin, PhD

AITC Partner:

Cohort 2

AD/ADRD

Cognition

Mobility/ADLs

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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

AITC Partner:

Cohort 2

AD/ADRD

Cognition

Mobility/ADLs

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University of California San Diego Jacobs School of Engineering

Using a computer vision algorithm to create an ultralow-cost blood pressure monitoring device that can be used with an everyday mobile phone

Awardee Organization(s):

University of California San Diego Jacobs School of Engineering

Principal Investigator(s):

Edward Wang, PhD

AITC Partner:

Cohort 1

Healthy Aging

Chronic/Comorbid

Resource/Care Access

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University of Colorado | Kaiser Permanente

Using NLP to create an AI-based algorithm from EMR data to identify non-traditional caregivers who might benefit from dyadic interventions

Awardee Organization(s):

University of Colorado | Kaiser Permanente

Principal Investigator(s):

Jennifer Portz, PhD

AITC Partner:

Cohort 1

AD/ADRD

Treatment/Care

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Developing and validating machine learning models to detect early-stage neurological and psychiatric disorder biomarkers and improve diagnostic accuracy

Awardee Organization(s):

University of Denver

Principal Investigator(s):

Reza Mahmoodi, PhD

AITC Partner:

Cohort 5

AD/ADRD

Treatment/Care

Resource/Care Access

Chronic/Comorbid

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Using generative and predictive AI for real-time continuous diagnosis of AD/ADRD and adaptive personalized interventions

Awardee Organization(s):

University of Illinois Urbana-Champaign

Principal Investigator(s):

Chung-Yi Chiu, PhD | Mojtaba Khaliji, MS

AITC Partner:

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: