Awardees

Cohort 2

AD/ADRD

Treatment/Care

Decision Support

Social/Emotional

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A mobile app to deliver music-based interventions to combat neuropsychiatric symptoms in people living with AD/ADRD

Awardee Organization(s):

AutoTune Me LLC

Principal Investigator(s):

Kendra Ray, PhD, MPH, MT-BC

AITC Partner:

Cohort 1

AD/ADRD

Cognition

Treatment/Care

Resource/Care Access

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Balance T LLC | Johns Hopkins University School of Medicine

Engineered device to train balance and prevent falls in older adults

Awardee Organization(s):

Balance T LLC | Johns Hopkins University School of Medicine

Principal Investigator(s):

Michael Schubert, PhD | Yuri Agrawal, MD

AITC Partner:

Cohort 1

Healthy Aging

Mobility/ADLs

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Combining AI-enabled RGBd+ stereo vision and thermal sensors for home monitoring and telehealth

Awardee Organization(s):

Bestie Bot

Principal Investigator(s):

Richard Everts

AITC Partner:

Cohort 1

AD/ADRD

Mobility/ADLs

Decision Support

Resource/Care Access

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Wearable light exposure spectrometer device using machine learning to determine optimum light exposure inputs to improve sleep quality for older adults and individuals with AD/ADRD

Awardee Organization(s):

Blue Iris Labs

Principal Investigator(s):

Erik Page

AITC Partner:

Cohort 2

AD/ADRD

Cognition

Tech Adaptations

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AI-based voice analysis, computer vision, and representation learning for AD/ADRD assessment in clinical settings

Awardee Organization(s):

Boston University

Principal Investigator(s):

Vijaya Kolachalama, PhD | Rhoda Au, PhD, MBA

AITC Partner:

Cohort 2

AD/ADRD

Cognition

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Butlr | Hebrew SeniorLife | University of Massachusetts Amherst

Creating a heat sensor-based algorithm for early detection of frailty in older adults

Awardee Organization(s):

Butlr | Hebrew SeniorLife | University of Massachusetts Amherst

Principal Investigator(s):

Amanda Paluch, PhD | Dae Hyun Kim, MD, ScD | Rags Gupta

AITC Partner:

Cohort 1

Healthy Aging

Mobility/ADLs

Tech Acceptance

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Wearables and AI microservices API to support AD/ADRD caregivers with real-time monitoring and recommendations

Awardee Organization(s):

Care Daily

Principal Investigator(s):

Gene Wang

AITC Partner:

Cohort 1

AD/ADRD

Mobility/ADLs

Resource/Care Access

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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

AITC Partner:

Cohort 1

Healthy Aging

Cognition

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Digital twin using wearables, digital biomarkers, and social determinants of health with machine learning for individualized cognitive assessments in home and clinical settings

Awardee Organization(s):

EchoWear | Rhode Island Hospital

Principal Investigator(s):

Kunal Mankodiya, PhD

AITC Partner:

Cohort 2

AD/ADRD

Cognition

Mobility/ADLs

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AI-enhanced virtual caregiver system to decrease risk of falls in older adults and individuals with AD/ADRD

Awardee Organization(s):

Electronic Caregiver

Principal Investigator(s):

David Keeley, PhD | Michael Busa, PhD

AITC Partner:

Cohort 2

AD/ADRD

Mobility/ADLs

Resource/Care Access

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George Washington University | Crosswater Digital Media

AI-enabled conversation platform to measure mental status and manage psychotropic medication use for older adults

Awardee Organization(s):

George Washington University | Crosswater Digital Media

Principal Investigator(s):

Lorens Helmchen, PhD

AITC Partner:

Cohort 1

AD/ADRD

Cognition

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Druid® impairment mobile app using machine learning to assess cognitive and motor performance decline, enabling older adults to drive safely

Awardee Organization(s):

Impairment Science Inc.

Principal Investigator(s):

Michael Milburn, PhD | William DeJong, PhD | Anuj K. Pradhan, PhD

AITC Partner:

Cohort 2

Healthy Aging

Cognition

Mobility/ADLs

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Institute for Human and Machine Cognition

Intelligent cognitive assistant leveraging NLP to provide word retrieval support in daily living for older adults and individuals with AD/ADRD

Awardee Organization(s):

Institute for Human and Machine Cognition

Principal Investigator(s):

Archna Bhatia, PhD

AITC Partner:

Cohort 2

AD/ADRD

Cognition

Mobility/ADLs

Social/Emotional

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AI-driven computer vision for fall prediction and detection for older adults with AD/ADRD

Awardee Organization(s):

Iris Technology Inc.

Principal Investigator(s):

David Stout

AITC Partner:

Cohort 1

AD/ADRD

Mobility/ADLs

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Johns Hopkins School of Public Health - Center for Population Health IT

AI-augmented analytics to enable patient-centered palliative care for persons with AD/ADRD

Awardee Organization(s):

Johns Hopkins School of Public Health - Center for Population Health IT

Principal Investigator(s):

Chintan Pandya, MD, PhD | Jonathan Weiner, DrPH

AITC Partner:

Cohort 1

AD/ADRD

Cognition

Decision Support

Resource/Care Access

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Johns Hopkins University - Krieger School of Arts and Sciences

Lucidity: an AI-driven technology platform to monitor and predict cognitive fluctuations and lucid intervals in dementia at home

Awardee Organization(s):

Johns Hopkins University - Krieger School of Arts and Sciences

Principal Investigator(s):

Kishore Kuchibhotla, PhD

AITC Partner:

Cohort 1

AD/ADRD

Cognition

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Johns Hopkins University School of Medicine

Utilizing brain MRI phenotyping, demographic and clinical data, and deep learning to develop individualized risk predictions of cognitive decline

Awardee Organization(s):

Johns Hopkins University School of Medicine

Principal Investigator(s):

Kenichi Oishi, MD, PhD

AITC Partner:

Cohort 1

AD/ADRD

Cognition

Decision Support

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In-home cognitive assessment mobile app using machine learning to predict post-COVID-19 cognitive decline and AD/ADRD risk for older adults

Awardee Organization(s):

Johns Hopkins University School of Medicine

Principal Investigator(s):

Tracy Vannorsdall, PhD

AITC Partner:

Cohort 2

AD/ADRD

Cognition

Resource/Care Access

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Johns Hopkins University School of Medicine | EyeFree Assisting Communication Ltd.

AI eye-tracking wearable for delirium reduction and older patient engagement

Awardee Organization(s):

Johns Hopkins University School of Medicine | EyeFree Assisting Communication Ltd.

Principal Investigator(s):

Haroon Burhanullah, PhD | Paul B. Rosenberg, MD | Or Retzkin, MSc

AITC Partner:

Cohort 2

AD/ADRD

Cognition

Treatment/Care

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Johns Hopkins University School of Medicine | Picasso Intelligence LLC

AI-powered robotic exosuits for dementia alleviation in older adults

Awardee Organization(s):

Johns Hopkins University School of Medicine | Picasso Intelligence LLC

Principal Investigator(s):

Chien-Ming Huang, PhD | Hao Su, PhD

AITC Partner:

Cohort 2

Healthy Aging

Mobility/ADLs

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Non-invasive AI-powered blood glucose monitoring device for older adults with diabetes

Awardee Organization(s):

Kennesaw State University

Principal Investigator(s):

Maria Valero, PhD | Katherine Ingram, PhD

AITC Partner:

Cohort 2

Healthy Aging

Chronic/Comorbid

Treatment/Care

Resource/Care Access

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Sentiment analysis and generative AI language algorithms to support dementia caregiver interventions in home care environments

Awardee Organization(s):

Kinto

Principal Investigator(s):

Joseph Chung, MS

AITC Partner:

Cohort 2

AD/ADRD

Treatment/Care

Decision Support

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AI-based advanced care planning platform to align patients and surrogate decision makers to improve end-of-life care

Awardee Organization(s):

Koda Health

Principal Investigator(s):

Desh Mohan, MD | Katelin Cherry, MBE | Kathryn Bowles, PhD, RN

AITC Partner:

Cohort 1

Healthy Aging

Treatment/Care

Decision Support

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Home safety monitoring platform using voice, IoT activity monitoring, and machine learning to alert caregivers of falls and other distress-related events in the home

Awardee Organization(s):

Livindi

Principal Investigator(s):

Richard Watkins

AITC Partner:

Cohort 2

AD/ADRD

Mobility/ADLs

Tech Adaptations

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AI-supported in-home brain assessments using NINscan wearables for older adults and persons with Alzheimer’s disease

Awardee Organization(s):

Massachusetts General Hospital

Principal Investigator(s):

Quan Zhang, PhD

AITC Partner:

Cohort 2

AD/ADRD

Cognition

Tech Adaptations

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Preparing a technology-ready cohort of individuals with AD/ADRD and their caregivers to pilot test novel digital devices

Awardee Organization(s):

Massachusetts General Hospital

Principal Investigator(s):

Mark Eldaief, MD

AITC Partner:

Cohort 2

Tech Acceptance

Resource/Care Access

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Massachusetts General Hospital | Sonde Health

Developing machine learning-based vocal biomarkers for the detection and monitoring of cognitive impairment

Awardee Organization(s):

Massachusetts General Hospital | Sonde Health

Principal Investigator(s):

Bradford Dickerson, MD | Erik Larsen, PhD | Bonnie Wong, PhD

AITC Partner:

Cohort 1

AD/ADRD

Cognition

Tech Acceptance

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McLean Hospital | University of Massachusetts Amherst

Using AI-guided wearable sensors for the real-time data-driven psychopharmacologic management of behavioral and psychologic symptoms of older adults with AD/ADRD

Awardee Organization(s):

McLean Hospital | University of Massachusetts Amherst

Principal Investigator(s):

Ipsit Vahia, MD

AITC Partner:

Cohort 1

AD/ADRD

Treatment/Care

Decision Support

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AI chatbot avatars in a dementia-friendly virtual world to help caregivers

Awardee Organization(s):

Mentia

Principal Investigator(s):

Algis Leveckis, SM

AITC Partner:

Cohort 1

AD/ADRD

Cognition

Treatment/Care

Mobility/ADLs

Tech Adaptations

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Using in-ear infrasonic hemodynography in everyday earbuds to monitor vascular aging

Awardee Organization(s):

MindMics Inc.

Principal Investigator(s):

Anna Barnacka, PhD

AITC Partner:

Cohort 1

Healthy Aging

Chronic/Comorbid

Treatment/Care

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Northeastern University | Beth Israel Deaconess Medical Center

Using home monitoring technologies to detect early acute illness in AD/ADRD

Awardee Organization(s):

Northeastern University | Beth Israel Deaconess Medical Center

Principal Investigator(s):

Jane Saczynski, PhD | Edward Marcantonio, MD, SM

AITC Partner:

Cohort 1

AD/ADRD

Cognition

Decision Support

Tech Acceptance

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AI-based EEG music neurofeedback system to improve working memory and mitigate cognitive decline in older adults with AD/ADRD at home

Awardee Organization(s):

Preveal Technologies

Principal Investigator(s):

Robert N. Hager, PhD

AITC Partner:

Cohort 2

AD/ADRD

Cognition

Treatment/Care

Social/Emotional

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VR fitness platform to remotely assess cognitive and physical function in older adults and individuals with AD/ADRD

Awardee Organization(s):

Rendever

Principal Investigator(s):

Jennifer Stamps, PhD | Kyle Rand

AITC Partner:

Cohort 2

AD/ADRD

Cognition

Mobility/ADLs

Social/Emotional

Resource/Care Access

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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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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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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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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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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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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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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 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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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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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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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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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:

Cohort 2

AD/ADRD

Cognition

Tech Acceptance

Decision Support

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Web-app tool to support technology use decision making for individuals with AD/ADRD and their caregivers

Awardee Organization(s):

University of Washington

Principal Investigator(s):

Clara Berridge, PhD, MSW

AITC Partner:

Cohort 2

AD/ADRD

Treatment/Care

Resource/Care Access

Decision Support

Tech Acceptance

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VNS Health | Columbia University Irving Medical Center

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

Awardee Organization(s):

VNS Health | Columbia University Irving Medical Center

Principal Investigator(s):

Maryam Zolnoori, PhD

AITC Partner:

Cohort 2

AD/ADRD

Cognition

Resource/Care Access

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Smart patch and intervention system using RFID technology to prevent medical patch overdose among individuals with AD/ADRD

Awardee Organization(s):

Vaaji LLC

Principal Investigator(s):

Sandeep Patil, MD, PhD | William Z. Potter, MD, PhD

AITC Partner:

Cohort 2

AD/ADRD

Treatment/Care

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AI-based device-free Wi-Fi sensing technology to assess daily activities and mobility in low-income older adults with and without cognitive impairment

Awardee Organization(s):

Viginia Commonwealth University

Principal Investigator(s):

Jane Chung, PhD, RN | Eyuphan Bulut, PhD | Ingrid Pretzer-Aboff, PhD, RN

AITC Partner:

Cohort 2

AD/ADRD

Cognition

Mobility/ADLs

Resource/Care Access

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Autonomous robot that uses AI-based facial expression analysis to detect agitation in persons with AD/ADRD

Awardee Organization(s):

Vigorous Mind Inc.

Principal Investigator(s):

Yuval Malinsky, MBA

AITC Partner:

Cohort 1

AD/ADRD

Cognition

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Using virtual reality to mitigate social isolation and provide cognitive stimulation

Awardee Organization(s):

Virtual Apprentice LLC

Principal Investigator(s):

Ellie Giles, EdD

AITC Partner:

Cohort 1

Healthy Aging

Cognition

Treatment/Care

Social/Emotional

Tech Adaptations

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Visilant | Johns Hopkins University School of Medicine

AI-driven imaging algorithm and telemedicine platform for near real-time cataract screening and post-operative follow-up

Awardee Organization(s):

Visilant | Johns Hopkins University School of Medicine

Principal Investigator(s):

Kunal Parikh, PhD | Nakul Shekhawat, MD, MPH

AITC Partner:

Cohort 1

Healthy Aging

Chronic/Comorbid

Treatment/Care

Decision Support

Resource/Care Access

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VivoSense Inc. | University of Massachusetts Amherst

Using wearable sensors to create real-world digital clinical measures for ADRD populations with slow and altered gaits

Awardee Organization(s):

VivoSense Inc. | University of Massachusetts Amherst

Principal Investigator(s):

Jennifer Blankenship, PhD | Michael Busa, PhD

AITC Partner:

Cohort 1

AD/ADRD

Cognition

Mobility/ADLs

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Developing a software AI platform utilizing machine learning on EEG data for the early detection of age-related cognitive decline

Awardee Organization(s):

WAVi

Principal Investigator(s):

Francesca Arese Lucini, PhD | Anqi Liu, PhD

AITC Partner:

Cohort 1

AD/ADRD

Cognition

Decision Support

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AI-enabled near-field coherent sensing radio sensors to detect respiratory distress for advanced AD/ADRD patients who are unable to self-report

Awardee Organization(s):

Weill Cornell Medicine

Principal Investigator(s):

Veerawat Phongtankuel, MD | Edwin Kan, PhD

AITC Partner:

Cohort 1

AD/ADRD

Cognition

Tech Adaptations

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Conversational AI to detect cognitive impairment and dementia in the home

Awardee Organization(s):

WellSaid.ai LLC

Principal Investigator(s):

Randall Williams, MD

AITC Partner:

Cohort 1

AD/ADRD

Cognition

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AI algorithm for clinical decision support systems to assess cognitive function and detect probable dementia cases in older emergency department patients

Awardee Organization(s):

Yale School of Medicine

Principal Investigator(s):

Ula Hwang, MD, MPH

AITC Partner: