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Machine learning-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 2
AD/ADRD
Treatment/Care
Decision Support
Social/Emotional
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AI-powered conversational agent using NLP to enhance emotional well-being and technology acceptance for older adults
Awardee Organization(s):
Amplifier Health Inc.
Principal Investigator(s):
Amit Mehta, MD | Camille Noufi, PhD
AITC Partner:
JH AITC
View detail
Cohort 4
Healthy Aging
Social/Emotional
Tech Acceptance
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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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Using generative AI to enhance differential diagnosis and assessment of mixed dementias
Awardee Organization(s):
Boston University
Principal Investigator(s):
Vijaya B. Kolachalama, PhD
AITC Partner:
PennAITech
View detail
Cohort 4
AD/ADRD
Cognition
Chronic/Comorbid
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Using internet-connected sensors and machine learning for passive behavior monitoring and personalized care for older adults with AD/ADRD in home settings
Awardee Organization(s):
Boston University
Principal Investigator(s):
Rhoda Au, PhD, MBA
AITC Partner:
MassAITC
View detail
Cohort 4
AD/ADRD
Chronic/Comorbid
Mobility/ADLs
Decision Support
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Using an AI-driven chatbot for personalized cognitive care planning for older adults with AD/ADRD and caregivers in home settings
Awardee Organization(s):
BrainCheck Inc.
Principal Investigator(s):
Bin Huang, PhD | Katherine Britt, PhD, RN
AITC Partner:
PennAITech
View detail
Cohort 4
AD/ADRD
Cognition
Treatment/Care
Decision Support
Resource/Care Access
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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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Assessing the feasibility and acceptability of a robotic assistant in providing daily living support for older adults with early-stage AD/ADRD
Awardee Organization(s):
Case Western Reserve University
Principal Investigator(s):
Philip A. Cola, PhD | Peter John Whitehouse, MD, PhD
AITC Partner:
JH AITC
View detail
Cohort 4
AD/ADRD
Mobility/ADLs
Decision Support
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-powered chatbot using RAG and DPO to enhance care management and education for dementia care teams in residential settings
Awardee Organization(s):
Craniometrix
Principal Investigator(s):
Nikhil Patel | Halima Amjad, MD, MPH, PhD | Cynthia Fields, MD
AITC Partner:
JH AITC
View detail
Cohort 4
AD/ADRD
Decision Support
Resource/Care Access
Tech Acceptance
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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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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
AITC Partner:
PennAITech
View detail
Cohort 4
Healthy Aging
Chronic/Comorbid
Tech Adaptations
Decision Support
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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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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