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Drexel University
Detecting cognitive impairment using LLMs from speech
Awardee Organization(s):
Drexel University
Principal Investigator(s):
Hualou Liang, PhD
Cohort 3
AD/ADRD
Cognition
Decision Support
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Duke University School of Medicine | CareYaya Health Technologies Inc.
Leveraging AI to support older adults in appealing health insurance claim denials
Awardee Organization(s):
Duke University School of Medicine | CareYaya Health Technologies Inc.
Principal Investigator(s):
Kathryn Pollak, PhD | Neal Shah
Cohort 5
Healthy Aging
Treatment/Care
Resource/Care Access
Decision Support
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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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Florida State University
Using a multi-agent generative AI system to support AD/ADRD patients and caregivers in understanding lab results and asking relevant follow-up questions
Awardee Organization(s):
Florida State University
Principal Investigator(s):
Zhe He, PhD
Cohort 5
Healthy Aging
Tech Acceptance
Tech Adaptations
Decision Support
Cognition
Chronic/Comorbid
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ForesightCares Inc.
AI-powered video app using deep learning to assess motor functions in Parkinson's patients at home
Awardee Organization(s):
ForesightCares Inc.
Principal Investigator(s):
Hamed Tabkhi, PhD
Cohort 3
Healthy Aging
Chronic/Comorbid
Resource/Care Access
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Foresite Healthcare
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
Cohort 3
AD/ADRD
Mobility/ADLs
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Fox Chase Cancer Center
Using AI/ML models to identify mitochondrial genetic and epigenetic markers and to develop a mitochondrial aging clock
Awardee Organization(s):
Fox Chase Cancer Center
Principal Investigator(s):
Hayan T. Lee, PhD
Cohort 5
Healthy Aging
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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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Health Tequity LLC
Using AI-powered digital twins for personalized chronic care coordination and healthy aging for older adults
Awardee Organization(s):
Health Tequity LLC
Principal Investigator(s):
Katherine Kim, PhD, MBA, MPH
Cohort 4
Healthy Aging
Chronic/Comorbid
Tech Adaptations
Decision Support
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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
AI-developed multimodal digital biomarkers using portable integrated equipment to characterize individuals with AD/ADRD
Awardee Organization(s):
Johns Hopkins University
Principal Investigator(s):
Laureano Moro-Velazquez, PhD
Cohort 3
AD/ADRD
Cognition
Decision Support
Resource/Care Access
Tech Adaptations
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Johns Hopkins University
NLP-driven smart automation for patient portal messages for dementia care partners
Awardee Organization(s):
Johns Hopkins University
Principal Investigator(s):
Kelly Gleason, PhD, RN
Cohort 3
AD/ADRD
Decision Support
Resource/Care Access
Tech Acceptance
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Johns Hopkins University
Using Gaussian process modeling to identify frailty subtypes and personalize care for older adults
Awardee Organization(s):
Johns Hopkins University
Principal Investigator(s):
Rebecca Keener, PhD
Cohort 4
AD/ADRD
Cognition
Chronic/Comorbid
Treatment/Care
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Johns Hopkins University
Deep learning-based MRI segmentation using AI to improve hydrocephalus diagnosis and decision support for healthcare professionals in hospitals
Awardee Organization(s):
Johns Hopkins University
Principal Investigator(s):
Jerry Prince, PhD
Cohort 4
AD/ADRD
Cognition
Chronic/Comorbid
Mobility/ADLs
Decision Support
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Johns Hopkins University
Machine learning–driven real-world gait analysis integrated in shoes to support healthy aging in older adults
Awardee Organization(s):
Johns Hopkins University
Principal Investigator(s):
Nitish Thakor, PhD
Cohort 5
Healthy Aging
Chronic/Comorbid
Mobility/ADLs
Decision Support
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Johns Hopkins University
Developing and validating a multimodal machine learning model for early detection of MCI among older adults
Awardee Organization(s):
Johns Hopkins University
Principal Investigator(s):
Anis Davoudi, PhD
Cohort 5
AD/ADRD
Cognition
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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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Johns Hopkins University | UCSD
AI-enhanced smartphone sonometry using sensor fusion machine learning algorithms to monitor muscle deterioration for older adults
Awardee Organization(s):
Johns Hopkins University | UCSD
Principal Investigator(s):
Renjie Zhao, PhD | Xinyu Zhang, PhD
Cohort 4
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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Kennesaw State University
Using an AI-powered micro-radar system to enhance safety and improve independence for older adults with AD/ADRD and their caregivers
Awardee Organization(s):
Kennesaw State University
Principal Investigator(s):
Nazmus Sakib, PhD
Cohort 4
AD/ADRD
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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Heuristic AI
Machine Learning
Decision Networks
NLP
Computer Vision
Ambient Intelligence
Affective Computing
VR/AR
Chatbots
Software
Smartphone Hardware
Environmental Sensors
Wearables
Robotics
IoT Devices