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ML-based validated, passive monitoring of agitation in older adults with dementia using wearables
Awardee Organization(s):
Adiona Inc. | University of Chicago
Principal Investigator(s):
James Mastrianni, MD, PhD | Joshua Kim
AITC Partner:
MassAITC
View detail
Cohort 3
AD/ADRD
Treatment/Care
Decision Support
Social/Emotional
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AI- and proximity-based speech enhancement and novel hardware to aid older adults in noisy social settings
Awardee Organization(s):
AudioFocus
Principal Investigator(s):
Shariq Mobin, PhD | Joe Hu, PhD, AuD
AITC Partner:
JH AITC
View detail
Cohort 3
Healthy Aging
Cognition
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:
PennAITech
View detail
Cohort 1
AD/ADRD
Cognition
Treatment/Care
Resource/Care Access
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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:
JH AITC
View detail
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:
PennAITech
View detail
Cohort 1
AD/ADRD
Mobility/ADLs
Decision Support
Resource/Care Access
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AI-based home cognitive assessment to monitor AD/ADRD-related cognitive changes in older adults
Awardee Organization(s):
Beth Israel Deaconess Medical Center
Principal Investigator(s):
Daniel Press, MD
AITC Partner:
PennAITech
View detail
Cohort 3
AD/ADRD
Cognition
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Utilizing mobile behavioral data with machine learning to monitor, diagnose, and track AD/ADRD progression
Awardee Organization(s):
Beth Israel Deaconess Medical Center
Principal Investigator(s):
Chun Lim, MD, PhD
AITC Partner:
PennAITech
View detail
Cohort 3
AD/ADRD
Cognition
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Downloadable blood pressure monitoring smartphone app requiring no external devices for hypertension screening using edge computing and software sensing
Awardee Organization(s):
Billion Labs Inc.
Principal Investigator(s):
Edward Jay Wang, PhD
AITC Partner:
MassAITC
View detail
Cohort 3
Healthy Aging
Chronic/Comorbid
Resource/Care Access
Tech Adaptations
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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:
MassAITC
View detail
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:
JH AITC
View detail
Cohort 2
AD/ADRD
Cognition
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Smartphone-based fall prevention therapy using computer vision for older adults in the home
Awardee Organization(s):
Brightway Health | Beth Israel Deaconess Medical Center
Principal Investigator(s):
Yannick Cohen, MS | Dennis Anderson, PhD
AITC Partner:
JH AITC
View detail
Cohort 3
Healthy Aging
Mobility/ADLs
Resource/Care Access
Tech Adaptations
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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:
MassAITC
View detail
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:
JH AITC
View detail
Cohort 1
AD/ADRD
Mobility/ADLs
Resource/Care Access
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AI-enabled personalized training for caregivers of older adults with AD/ADRD
Awardee Organization(s):
CareYaya Health Technologies Inc.
Principal Investigator(s):
Neal Shah
AITC Partner:
JH AITC
View detail
Cohort 3
AD/ADRD
Cognition
Decision Support
Social/Emotional
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:
PennAITech
View detail
Cohort 1
Healthy Aging
Cognition
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AI digital twins using multimodal data to predict AD/ADRD and MCI in older adults
Awardee Organization(s):
DreamFace Technologies LLC
Principal Investigator(s):
Mohammad H. Mahoor, PhD
AITC Partner:
PennAITech
View detail
Cohort 3
AD/ADRD
Cognition
Tech Adaptations
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Detecting cognitive impairment using LLMs from speech
Awardee Organization(s):
Drexel University
Principal Investigator(s):
Hualou Liang, PhD
AITC Partner:
PennAITech
View detail
Cohort 3
AD/ADRD
Cognition
Decision Support
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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:
JH AITC
View detail
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:
MassAITC
View detail
Cohort 2
AD/ADRD
Mobility/ADLs
Resource/Care Access
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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
AITC Partner:
MassAITC
View detail
Cohort 3
Healthy Aging
Chronic/Comorbid
Resource/Care Access
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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
AITC Partner:
PennAITech
View detail
Cohort 3
AD/ADRD
Mobility/ADLs
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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:
PennAITech
View detail
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:
MassAITC
View detail
Cohort 2
Healthy Aging
Cognition
Mobility/ADLs
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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:
MassAITC
View detail
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:
PennAITech
View detail
Cohort 1
AD/ADRD
Mobility/ADLs
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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:
JH AITC
View detail
Cohort 1
AD/ADRD
Cognition
Decision Support
Resource/Care Access
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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
AITC Partner:
JH AITC
View detail
Cohort 3
AD/ADRD
Cognition
Decision Support
Resource/Care Access
Tech Adaptations
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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
AITC Partner:
JH AITC
View detail
Cohort 3
AD/ADRD
Decision Support
Resource/Care Access
Tech Acceptance
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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:
JH AITC
View detail
Cohort 1
AD/ADRD
Cognition
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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:
JH AITC
View detail
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:
JH AITC
View detail
Cohort 2
AD/ADRD
Cognition
Resource/Care Access
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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:
JH AITC
View detail
Cohort 2
AD/ADRD
Cognition
Treatment/Care
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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:
JH AITC
View detail
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:
PennAITech
View detail
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:
MassAITC
View detail
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:
PennAITech
View detail
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:
MassAITC
View detail
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 AD/ADRD
Awardee Organization(s):
Massachusetts General Hospital
Principal Investigator(s):
Quan Zhang, PhD
AITC Partner:
MassAITC
View detail
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:
MassAITC
View detail
Cohort 2
AD/ADRD
Tech Acceptance
Resource/Care Access
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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:
MassAITC
View detail
Cohort 1
AD/ADRD
Cognition
Tech Acceptance
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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
AITC Partner:
JH AITC
View detail
Cohort 3
AD/ADRD
Cognition
Mobility/ADLs
Tech Adaptations
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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
AITC Partner:
MassAITC
View detail
Cohort 3
AD/ADRD
Decision Support
Social/Emotional
Tech Acceptance
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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:
MassAITC
View detail
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:
JH AITC
View detail
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:
MassAITC
View detail
Cohort 1
Healthy Aging
Chronic/Comorbid
Treatment/Care
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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
AITC Partner:
MassAITC
View detail
Cohort 3
AD/ADRD
Cognition
Mobility/ADLs
Social/Emotional
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AI models of physiological signals to mitigate health risks in older adults receiving healthcare at home
Awardee Organization(s):
Mountain Biometrics
Principal Investigator(s):
Matthias Christenson, PhD
AITC Partner:
JH AITC
View detail
Cohort 3
AD/ADRD
Chronic/Comorbid
Treatment/Care
Mobility/ADLs
Resource/Care Access
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Machine learning-enhanced therapeutic music platform for rural-residing older adults at risk for AD/ADRD
Awardee Organization(s):
Musical Health Technologies
Principal Investigator(s):
Jennifer Rae Myers, PhD | Chelsea S. Brown, MT-BC
AITC Partner:
MassAITC
View detail
Cohort 3
AD/ADRD
Cognition
Social/Emotional
Resource/Care Access
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Machine learning-powered wearables for adaptive electrical vestibular stimulation balance therapy for older adults at home
Awardee Organization(s):
Neursantys Inc.
Principal Investigator(s):
John Ralston, PhD, MBA | VP Nguyen, PhD
AITC Partner:
MassAITC
View detail
Cohort 3
Healthy Aging
Chronic/Comorbid
Mobility/ADLs
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Smartphone app using heuristic AI to help caregivers prioritize and manage neuropsychiatric symptoms of AD/ADRD
Awardee Organization(s):
New York University Rory Meyers College of Nursing
Principal Investigator(s):
Ab Brody, PhD, RN
AITC Partner:
PennAITech
View detail
Cohort 3
AD/ADRD
Cognition
Treatment/Care
Decision Support
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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:
MassAITC
View detail
Cohort 1
AD/ADRD
Cognition
Decision Support
Tech Acceptance
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AI-powered web app using computer vision to analyze knee joint space in older adults using only plain radiographs
Awardee Organization(s):
Pace University
Principal Investigator(s):
Soheyla Amirian, PhD
AITC Partner:
PennAITech
View detail
Cohort 3
Healthy Aging
Treatment/Care
Mobility/ADLs
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Multimodal conversational AI to assist older adults with daily tasks at home
Awardee Organization(s):
Pennsylvania State University
Principal Investigator(s):
Rui Zhang, PhD | Marie Boltz, PhD, GNP-BC
AITC Partner:
PennAITech
View detail
Cohort 3
Healthy Aging
Mobility/ADLs
Decision Support
Social/Emotional
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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:
MassAITC
View detail
Cohort 2
AD/ADRD
Cognition
Treatment/Care
Social/Emotional
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AI-enhanced wearable for continuous blood pressure monitoring to improve cardiovascular health in older adults
Awardee Organization(s):
PyrAmes Inc.
Principal Investigator(s):
Xina Quan, PhD
AITC Partner:
PennAITech
View detail
Cohort 3
Healthy Aging
Chronic/Comorbid
Treatment/Care
Mobility/ADLs
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AI-based cloud care platform to improve AD/ADRD outcomes for caregiver-patient dyads
Awardee Organization(s):
REOFTech
Principal Investigator(s):
G. Antonio Sosa-Pascual, MBA, MPP | Michael Busa, PhD
AITC Partner:
MassAITC
View detail
Cohort 3
AD/ADRD
Cognition
Decision Support
Social/Emotional
Tech Acceptance
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Virtual reality 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:
MassAITC
View detail
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:
JH AITC
View detail
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:
JH AITC
View detail
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:
MassAITC
View detail
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:
JH AITC
View detail
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:
MassAITC
View detail
Cohort 3
AD/ADRD
Cognition
Mobility/ADLs
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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:
MassAITC
View detail
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:
MassAITC
View detail
Cohort 2
AD/ADRD
Cognition
Treatment/Care
Mobility/ADLs
Decision Support
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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:
JH AITC
View detail
Cohort 2
Healthy Aging
Mobility/ADLs
Tech Adaptations
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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:
MassAITC
View detail
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:
PennAITech
View detail
Cohort 2
AD/ADRD
Cognition
Mobility/ADLs
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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:
MassAITC
View detail
Cohort 1
Healthy Aging
Chronic/Comorbid
Resource/Care Access
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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:
PennAITech
View detail
Cohort 1
AD/ADRD
Treatment/Care
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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:
MassAITC
View detail
Cohort 3
Healthy Aging
Decision Support
Tech Adaptations
Tech Acceptance
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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:
MassAITC
View detail
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:
MassAITC
View detail
Cohort 3
AD/ADRD
Cognition
Chronic/Comorbid
Treatment/Care
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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:
MassAITC
View detail
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:
PennAITech
View detail
Cohort 1
AD/ADRD
Treatment/Care
Decision Support
Social/Emotional
Tech Acceptance
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AI-powered digital dyadic coach using reinforcement learning to promote oral health in older adults
Awardee Organization(s):
University of Michigan | UCLA | Harvard University
Principal Investigator(s):
Inbal Billie Nahum-Shani, PhD | Vivek Shetty, DDS | Guy Shani, PhD, MBA | Susan A. Murphy, PhD
AITC Partner:
MassAITC
View detail
Cohort 3
AD/ADRD
Mobility/ADLs
Social/Emotional
Resource/Care Access
Tech Adaptations
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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:
PennAITech
View detail
Cohort 1
Healthy Aging
Decision Support
Tech Acceptance
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AI-powered point-of-care system for motor function assessment to determine MCI, frailty, and fall risk
Awardee Organization(s):
University of Missouri
Principal Investigator(s):
Trent M. Guess, PhD
AITC Partner:
PennAITech
View detail
Cohort 3
AD/ADRD
Cognition
Mobility/ADLs
Tech Adaptations
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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:
JH AITC
View detail
Cohort 2
Healthy Aging
Treatment/Care
Mobility/ADLs
Decision Support
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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:
JH AITC
View detail
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:
PennAITech
View detail
Cohort 2
Healthy Aging
Decision Support
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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:
PennAITech
View detail
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:
PennAITech
View detail
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:
PennAITech
View detail
Cohort 1
AD/ADRD
Treatment/Care
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AI-enhanced virtual reality music intervention for AD/ADRD care
Awardee Organization(s):
University of Tennessee, Knoxville
Principal Investigator(s):
Xiaopeng Zhao, PhD
AITC Partner:
PennAITech
View detail
Cohort 3
AD/ADRD
Social/Emotional
Tech Acceptance
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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:
PennAITech
View detail
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:
PennAITech
View detail
Cohort 2
AD/ADRD
Treatment/Care
Resource/Care Access
Decision Support
Tech Acceptance
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Speech processing-based novel algorithm for proactive, automated screening of African American home healthcare patients at risk for MCI and early dementia
Awardee Organization(s):
VNS Health | Columbia University Irving Medical Center
Principal Investigator(s):
Maryam Zolnoori, PhD
AITC Partner:
PennAITech
View detail
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:
PennAITech
View detail
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:
PennAITech
View detail
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:
JH AITC
View detail
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:
JH AITC
View detail
Cohort 1
Healthy Aging
Cognition
Treatment/Care
Social/Emotional
Tech Adaptations
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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:
JH AITC
View detail
Cohort 1
Healthy Aging
Chronic/Comorbid
Treatment/Care
Decision Support
Resource/Care Access
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AI-enhanced scheduling for a neighborhood model of affordable quality home care
Awardee Organization(s):
Vivia Cares Inc.
Principal Investigator(s):
Dew-Anne Langcaon | Kimia Ghobadi, PhD
AITC Partner:
JH AITC
View detail
Cohort 3
Healthy Aging
Decision Support
Resource/Care Access
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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:
MassAITC
View detail
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:
JH AITC
View detail
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:
PennAITech
View detail
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:
JH AITC
View detail
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:
JH AITC
View detail
Cohort 1
AD/ADRD
Cognition
Decision Support
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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
AITC Partner:
PennAITech
View detail
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
IoT Devices
Robotics
Wearables
Environmental Sensors