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Adiona Inc. | University of Chicago
Machine learning-based, passive monitoring of agitation in individuals with AD/ADRD using wearable devices in the home setting
Awardee Organization(s):
Adiona Inc. | University of Chicago
Principal Investigator(s):
James Mastrianni, MD, PhD | Joshua Kim
Cohort 2
AD/ADRD
Treatment/Care
Decision Support
Social/Emotional
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AutoTune Me LLC
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
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
Cohort 1
Healthy Aging
Mobility/ADLs
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Bestie Bot
Combining AI-enabled RGBd+ stereo vision and thermal sensors for home monitoring and telehealth
Awardee Organization(s):
Bestie Bot
Principal Investigator(s):
Richard Everts
Cohort 1
AD/ADRD
Mobility/ADLs
Decision Support
Resource/Care Access
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Blue Iris Labs
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
Cohort 2
AD/ADRD
Cognition
Tech Adaptations
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Boston University
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
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
Cohort 1
Healthy Aging
Mobility/ADLs
Tech Acceptance
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Care Daily
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
Cohort 1
AD/ADRD
Mobility/ADLs
Resource/Care Access
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Cogwear LLC
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
Cohort 1
Healthy Aging
Cognition
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EchoWear | Rhode Island Hospital
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
Cohort 2
AD/ADRD
Cognition
Mobility/ADLs
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Electronic Caregiver
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
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
Cohort 1
AD/ADRD
Cognition
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Impairment Science Inc.
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
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
Cohort 2
AD/ADRD
Cognition
Mobility/ADLs
Social/Emotional
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Iris Technology Inc.
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
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
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
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
Cohort 1
AD/ADRD
Cognition
Decision Support
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Johns Hopkins University School of Medicine
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
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
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
Cohort 2
Healthy Aging
Mobility/ADLs
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Kennesaw State University
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
Cohort 2
Healthy Aging
Chronic/Comorbid
Treatment/Care
Resource/Care Access
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Kinto
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
Cohort 2
AD/ADRD
Treatment/Care
Decision Support
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Koda Health
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
Cohort 1
Healthy Aging
Treatment/Care
Decision Support
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Livindi
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
Cohort 2
AD/ADRD
Mobility/ADLs
Tech Adaptations
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Massachusetts General Hospital
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
Cohort 2
AD/ADRD
Cognition
Tech Adaptations
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Massachusetts General Hospital
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
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
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
Cohort 1
AD/ADRD
Treatment/Care
Decision Support
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Mentia
AI chatbot avatars in a dementia-friendly virtual world to help caregivers
Awardee Organization(s):
Mentia
Principal Investigator(s):
Algis Leveckis, SM
Cohort 1
AD/ADRD
Cognition
Treatment/Care
Mobility/ADLs
Tech Adaptations
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MindMics Inc.
Using in-ear infrasonic hemodynography in everyday earbuds to monitor vascular aging
Awardee Organization(s):
MindMics Inc.
Principal Investigator(s):
Anna Barnacka, PhD
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
Cohort 1
AD/ADRD
Cognition
Decision Support
Tech Acceptance
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Preveal Technologies
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
Cohort 2
AD/ADRD
Cognition
Treatment/Care
Social/Emotional
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Rendever
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
Cohort 2
AD/ADRD
Cognition
Mobility/ADLs
Social/Emotional
Resource/Care Access
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Sequoia
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
Cohort 1
AD/ADRD
Chronic/Comorbid
Treatment/Care
Tech Adaptations
Resource/Care Access
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Sovrinti Inc.
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
Cohort 1
AD/ADRD
Cognition
Mobility/ADLs
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Stanford University
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
Cohort 2
Healthy Aging
Chronic/Comorbid
Resource/Care Access
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Stanford University
Ambient intelligence for non-intrusive assessment of neuropsychiatric symptoms
Awardee Organization(s):
Stanford University
Principal Investigator(s):
Ehsan Adeli, PhD
Cohort 2
AD/ADRD
Cognition
Treatment/Care
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TRACE Biometrics LLC
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
Cohort 2
Healthy Aging
Chronic/Comorbid
Mobility/ADLs
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Tellus You Care
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
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
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
Cohort 2
AD/ADRD
Cognition
Mobility/ADLs
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University of California San Diego
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
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
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
Cohort 1
AD/ADRD
Treatment/Care
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University of Massachusetts Amherst
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
Cohort 2
AD/ADRD
Tech Adaptations
Resource/Care Access
Chronic/Comorbid
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University of Massachusetts Amherst
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
Cohort 2
AD/ADRD
Cognition
Chronic/Comorbid
Tech Adaptations
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University of Michigan
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
Cohort 1
AD/ADRD
Treatment/Care
Decision Support
Social/Emotional
Tech Acceptance
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University of Minnesota
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
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
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
Cohort 2
Healthy Aging
Mobility/ADLs
Treatment/Care
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University of Pennsylvania
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
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
Cohort 1
AD/ADRD
Cognition
Social/Emotional
Resource/Care Access
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University of Pittsburgh
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
Cohort 2
AD/ADRD
Decision Support
Resource/Care Access
Tech Adaptations
Tech Acceptance
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University of Southern California
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
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
Cohort 2
AD/ADRD
Cognition
Tech Acceptance
Decision Support
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University of Washington
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
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
Cohort 2
AD/ADRD
Cognition
Resource/Care Access
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Vaaji LLC
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
Cohort 2
AD/ADRD
Treatment/Care
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Viginia Commonwealth University
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
Cohort 2
AD/ADRD
Cognition
Mobility/ADLs
Resource/Care Access
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Vigorous Mind Inc.
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
Cohort 1
AD/ADRD
Cognition
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Virtual Apprentice LLC
Using virtual reality to mitigate social isolation and provide cognitive stimulation
Awardee Organization(s):
Virtual Apprentice LLC
Principal Investigator(s):
Ellie Giles, EdD
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
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
Cohort 1
AD/ADRD
Cognition
Mobility/ADLs
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WAVi
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
Cohort 1
AD/ADRD
Cognition
Decision Support
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Weill Cornell Medicine
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
Cohort 1
AD/ADRD
Cognition
Tech Adaptations
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WellSaid.ai LLC
Conversational AI to detect cognitive impairment and dementia in the home
Awardee Organization(s):
WellSaid.ai LLC
Principal Investigator(s):
Randall Williams, MD
Cohort 1
AD/ADRD
Cognition
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Yale School of Medicine
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
Cohort 1
AD/ADRD
Cognition
Decision Support
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etectRx
Radio frequency-based off-body real-time remote monitoring of medication adherence for older adults
Awardee Organization(s):
etectRx
Principal Investigator(s):
Tony C. Carnes, PhD
Cohort 2
Healthy Aging
Treatment/Care
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Heuristic AI
Machine Learning
Decision Networks
NLP
Computer Vision
Ambient Intelligence
Affective Computing
VR/AR
Chatbots
Software
Smartphone Hardware
Wearables
IoT Devices
Robotics
Environmental Sensors