Undiagnosed dementia
2 papers2 findings
- Humans2
Associations
2Social isolation
upin humans1
1 study
Social isolation
upin humans1
Social isolation is associated with undiagnosed dementia in humans (12.7% vs. 7.3%, p < 0.01).
“In 2018, socially isolated individuals had greater undiagnosed dementia than non-isolated individuals (12.7% vs. 7.3%, p < 0.01)”
Humansin 2018
Unseen and Undiagnosed: The Relationship of Social Isolation to Underdiagnosed Dementia
GSA 2025 abstract31 Dec 2025
Machine learning
upin silico1
1 study
Machine learning
upin silico1
machine learning predicts undiagnosed dementia in silico (0.77 to 0.81).
“Overall model accuracy for detecting undiagnosed dementia ranged from 0.77 to 0.81.”
In silico
MACHINE LEARNING APPLIED TO MEDICARE CLAIMS DATA TO IDENTIFY OLDER ADULTS WITH UNDIAGNOSED DEMENTIA
GSA 2024 abstract31 Dec 2024
Funding
1 grant since 2025National Institute on AgingUS$2.5m
Latest
7 in 12 monthsJournal of Alzheimer's Disease
Development and validation of machine learning models to predict risk of undiagnosed dementia using healthcare claims and electronic health record data
Computational studyDementia
AAIC 2025 Abstract
Leveraging medicare claims to reduce false positives from 87% to 12%, a two‐stage approach to dementia screening
Computational studyDementia
AAIC 2025 Abstract
Detecting undiagnosed dementia using medicare claims data
Computational studyDementia
AAIC 2025 Abstract
Machine learning in dementia risk identification using routinely collected data
Computational studyDementia
GSA 2025 Abstract
Advancing Early Dementia Diagnosis: Insights From Community-Based Studies in Korean American Older Adults
Randomised trial in 1,000 peopleDementia
GSA 2025 Abstract
Unseen and Undiagnosed: The Relationship of Social Isolation to Underdiagnosed Dementia
Cohort study in peopleDementia
Alzheimer's & Dementia
Prevalence of dementia in Singapore: Changes across a decade
Study in peoplePopulations
GSA 2024 Abstract
MACHINE LEARNING APPLIED TO MEDICARE CLAIMS DATA TO IDENTIFY OLDER ADULTS WITH UNDIAGNOSED DEMENTIA
Cohort study of 837,440 peopleDementia
GSA 2024 Abstract
TESTING ERADAR: A NEW EHR-BASED ALGORITHM TO INCREASE DEMENTIA RECOGNITION IN HEALTH CARE SYSTEMS
Randomised trial in 2,137 peopleDementia