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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 - 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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KurtLab | University of Washington
Using explainable AI and deep learning for brain age prediction in older adults in clinical settings
Awardee Organization(s):
KurtLab | University of Washington
Principal Investigator(s):
Mehmet Kurt, PhD
Cohort 4
AD/ADRD
Cognition
Chronic/Comorbid
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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MGH Institute of Health Professions
AI-driven speech and motion analysis using machine learning to detect early AD signs in older adults
Awardee Organization(s):
MGH Institute of Health Professions
Principal Investigator(s):
Marziye Eshghi, PhD
Cohort 4
Healthy Aging
Cognition
Tech Adaptations
Resource/Care Access
Treatment/Care
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Massachusetts General Hospital
AI-supported in-home brain assessments using NINscan wearables for older adults and persons with AD/ADRD
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
AD/ADRD
Tech Acceptance
Resource/Care Access
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Massachusetts General Hospital
Assessing frailty and biological age for older adults by analyzing MRI scans using a convolutional neural network model
Awardee Organization(s):
Massachusetts General Hospital
Principal Investigator(s):
Vineet Raghu, PhD
Cohort 4
Healthy Aging
Chronic/Comorbid
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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
Using cognitive and speech AI to characterize and stratify cognitive impairment in older adults
Awardee Organization(s):
McLean Hospital
Principal Investigator(s):
Shifali Singh, PhD
Cohort 3
AD/ADRD
Cognition
Mobility/ADLs
Tech Adaptations
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McLean Hospital | Rippl
Creating a framework for LLMs to enhance caregiver support in dementia
Awardee Organization(s):
McLean Hospital | Rippl
Principal Investigator(s):
Ipsit Vahia, MD | Rachel Sava, PhD | Joseph Chung, MS
Cohort 3
AD/ADRD
Decision Support
Social/Emotional
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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Medical Timeseries Networks (MTN)
AI models of physiological signals to mitigate health risks in older adults receiving healthcare at home
Awardee Organization(s):
Medical Timeseries Networks (MTN)
Principal Investigator(s):
Matthias Christenson, PhD
Cohort 3
AD/ADRD
Chronic/Comorbid
Treatment/Care
Mobility/ADLs
Resource/Care Access
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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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Moneta Health
AI-powered digital therapy assistant to monitor and treat cognitive impairment in older adults over the phone
Awardee Organization(s):
Moneta Health
Principal Investigator(s):
Jennifer Flexman, PhD, MBA | Michael Busa, PhD
Cohort 3
AD/ADRD
Cognition
Mobility/ADLs
Social/Emotional
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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