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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
AITC Partner:
PennAITech
View detail
Cohort 4
AD/ADRD
Cognition
Chronic/Comorbid
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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Integrating a voice-controlled AI assistant to support symptom tracking in a miniaturized in-ear wearable that monitors cerebral blood flow in adults with AD/ADRD
Awardee Organization(s):
Lumia Health Inc. | Spaulding Rehabilitation Hospital Boston
Principal Investigator(s):
Selina Zhu, ScD | Paolo Bonato, PhD
AITC Partner:
MassAITC
View detail
Cohort 5
AD/ADRD
Cognition
Mobility/ADLs
Decision Support
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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
AITC Partner:
MassAITC
View detail
Cohort 4
Healthy Aging
Cognition
Tech Adaptations
Resource/Care Access
Treatment/Care
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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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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
AITC Partner:
JH AITC
View detail
Cohort 4
Healthy Aging
Chronic/Comorbid
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Leveraging AI reinorcement learning approaches to deliver just-in-time adaptive interventions on a mobile app for AD/ADRD caregivers
Awardee Organization(s):
Massachusetts General Hospital
Principal Investigator(s):
Felipe Jain, MD | Finale Doshi-Velez, PhD
AITC Partner:
MassAITC
View detail
Cohort 4
Healthy Aging
Social/Emotional
Decision Support
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 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
AITC Partner:
JH AITC
View detail
Cohort 3
AD/ADRD
Chronic/Comorbid
Treatment/Care
Mobility/ADLs
Resource/Care Access
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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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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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Utilizing image-based AI technology to monitor AD/ADRD patients' nutrition and provide personalized dietary recommendations to inform care decision-making for staff at adult day centers
Awardee Organization(s):
New York University Rory Meyers College of Nursing
Principal Investigator(s):
Tina R. Sadarangani, PhD, RN
AITC Partner:
PennAITech
View detail
Cohort 5
AD/ADRD
Chronic/Comorbid
Mobility/ADLs
Resource/Care Access
Tech Acceptance
Tech Adaptations
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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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Leveraging a pre-trained foundational AI model to integrate prior knowledge to identify genetic risk factors for AD/ADRD
Awardee Organization(s):
Old Dominion University | Admera Health
Principal Investigator(s):
Hong Qin, PhD, MS |Yaping Feng, PhD| Shunian Xiang, PhD
AITC Partner:
PennAITech
View detail
Cohort 5
AD/ADRD
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Using AI and robotic technologies to enable small molecule repurposing for AD therapeutics targeting amyloid–tau interactions
Awardee Organization(s):
Operant BioPharma
Principal Investigator(s):
Jeremy Linsley, PhD
AITC Partner:
MassAITC
View detail
Cohort 4
AD/ADRD
Cognition
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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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Using quantum electrochemical spectroscopy to predict cognitive decline and AD progression
Awardee Organization(s):
Probius Inc.
Principal Investigator(s):
Chaitanya Gupta, PhD | Steven E. Arnold, MD
AITC Partner:
MassAITC
View detail
Cohort 4
AD/ADRD
Cognition
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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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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