AI approaches for phenotyping Alzheimer's disease and related dementias using electronic health records

QR Code

AI approaches for phenotyping Alzheimer's disease and related dementias using electronic health records

Abstract INTRODUCTION The current standard electronic (e‐)phenotype for identifying patients with Alzheimer's disease and related dementias (ADRD) from medical claims data yields suboptimal diagnostic accuracy. This study leveraged artificial intelligence (AI)–based text‐classification methods...

Full description

Saved in:

Bibliographic Details
Main Authors:	Sara Knox, Stephanie Aghamoosa, Paul M. Heider, Maxwell Cutty, Andrew Wright, Dmitry Scherbakov, Gabriel Hood, Sara A. Nolin, Jihad S. Obeid
Format:	Article
Language:	English
Published:	Wiley 2025-04-01
Series:	Alzheimer’s & Dementia: Translational Research & Clinical Interventions
Subjects:	Alzheimer's disease and related dementias artificial intelligence digital phenotype large language models electronic health records
Online Access:	https://doi.org/10.1002/trc2.70089
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Trends and forecasts of the prevalence and mortality of Alzheimer’s disease and other dementias in China
by: Mingxuan Hou, et al.
Published: (2025-07-01)

The Efficacy of Anti-amyloid Monoclonal Antibodies in Early Alzheimer’s Dementia: A Systematic Review
by: Alyaa Mostafa, et al.
Published: (2025-05-01)

Potential Role of Lymphovenous Bypass in Mitigating Alzheimer's Disease Dementia
by: Qingping Xie, et al.
Published: (2025-07-01)

Liver enzyme and risk of vascular dementia: A univariable and multivariable Mendelian randomization of European descent
by: Jieyu Chen, et al.
Published: (2024-12-01)

Association of allostatic load with all‐cause and cause‐specific dementia: A prospective cohort study
by: Yifan Gou, et al.
Published: (2025-04-01)

The framing of music therapy in research articles involving dementia
by: Oleksandr Kapranov
Published: (2017-11-01)

Endoscopic characterization of oropharyngeal dysphagia in patients with dementia
by: Sara Peranovic, et al.
Published: (2025-06-01)

Resting State of Dementia of the Alzheimer’s Type and Healthy Older Adults Using fNIRS
by: In-sop Kim, et al.
Published: (2025-05-01)

Immediate Effect of Neuromuscular Electrical Stimulation on Swallowing in Elderly People with Alzheimer's Dementia
by: Eliene Giovanna Ribeiro, et al.
Published: (2025-07-01)

Advances in Genetic Risk Scores for Alzheimer’s Disease and Dementia: A Systematic Review
by: Stefanos N. Sampatakakis, et al.
Published: (2025-06-01)

Sex differences in risk factors associated with Alzheimer’s dementia patients with irritability and anger
by: Philip Cole Brewer, et al.
Published: (2025-09-01)

Alzheimer's and dementia: Diagnosis, assessment, and disease monitoring global, regional, and national burden of Alzheimer's disease and other dementias (ADODs) and their risk factors, 1990–2021: A systematic analysis for the Global Burden of Disease study 2021
by: Fang Wang, et al.
Published: (2025-04-01)

Dementia in People With Multiple Sclerosis: A Systematic Review and Meta‐Analysis
by: Omid Mirmosayyeb, et al.
Published: (2025-06-01)

EEG SIGNAL ANALYSIS FOR CLASSIFYING ALZHEIMER’S AND FRONTOTEMPORAL DEMENTIA DISORDERS USING ENSEMBLE METHODS
by: G Sudha, et al.
Published: (2025-06-01)

Healthy Cardiovascular Status Attenuates the Detrimental Association Between Osteosarcopenic Adiposity and Alzheimer's Disease‐Related Dementia: A UK Biobank Cohort Study
by: Wenxu Wang, et al.
Published: (2025-06-01)

Accuracy of Death Certificates in Attributing Mortality to Alzheimer&rsquo;s Disease and Other Dementias in Japanese Psychiatric Hospitals
by: Sato K, et al.
Published: (2025-07-01)

Sex differences in clinical risk factors for Alzheimer's dementia patients with early-onset and late-onset
by: Nathan Gerhard Faulstich, et al.
Published: (2025-08-01)

Alzheimer’s Disease–Thrombosis Comorbidity: A Growing Body of Evidence from Patients and Animal Models
by: Joanna Koch-Paszkowski, et al.
Published: (2025-07-01)

Proton-pump Inhibitors and the Risk of Dementia: A Systematic Review and Meta-analysis
by: Kyu-Tae Yoon, et al.
Published: (2021-06-01)

Follow-up Study of Treatment Adherence and Mortality in Alzheimer’s Disease
by: Sajal Sathiadevan, et al.
Published: (2025-07-01)

A Multimodal Multi-Stage Deep Learning Model for the Diagnosis of Alzheimer’s Disease Using EEG Measurements
by: Tuan Vo, et al.
Published: (2025-06-01)

Neurological soft signs in neurodegenerative dementias: Results of the DemeNSS study
by: Federico Emanuele Pozzi, et al.
Published: (2025-06-01)

Effect of Social Activity on All‐Cause Dementia Among South Korean Elders: A Retrospective Cohort Study
by: Wonseok Jeong, et al.
Published: (2025-06-01)

Dementia-related stigma in physicians: a scoping review of stigma-reduction interventions
by: Alison Warren, et al.
Published: (2025-07-01)

VEXAS Syndrome and Alzheimer’s Disease—Are There Connections?
by: Aleksandra Sowa, et al.
Published: (2025-05-01)

Cognitive disorders and dementia in postmenopausal women
by: I. R. Talipova, et al.
Published: (2022-03-01)

Yoga for Dementia Care: A Review
by: Amitava Acharyya
Published: (2024-09-01)

Biomarkers and therapeutic targets in early Alzheimer’s disease: an Olink proteomics study
by: Jianan Wei, et al.
Published: (2025-07-01)

A novel light GBM framework combined with gain optimization for predicting dementia severity of Alzheimer’s disease
by: R. Roopalakshmi, et al.
Published: (2024-12-01)

Dementia as a manifestation of degenerative diseases of nervous system: controversial questions of pathogenesis, prospects of treatment and prevention
by: N. S. Makarov, et al.
Published: (2021-06-01)

“Diagnosis in the Prime of Your Life”: Facilitator Perspectives on Adapting the Living Well with Dementia (LivDem) Post-Diagnostic Course for Younger Adults
by: Greta Wright, et al.
Published: (2025-06-01)

An explainable and efficient deep learning framework for EEG-based diagnosis of Alzheimer's disease and frontotemporal dementia
by: Waqar Khan, et al.
Published: (2025-07-01)

Infectious agents as a risk factor for Alzheimer’s disease
by: S. V. Vorobyev, et al.
Published: (2020-03-01)

Body weight and BMI variability linked to dementia risk: A meta-analysis
by: Sitian Fang, et al.
Published: (2025-07-01)

Global Burden of Alzheimer's disease and other dementias in adults aged 65 years and older, 1991–2021: population-based study
by: Zhu Xiaopeng, et al.
Published: (2025-07-01)

The economic burden of subjective cognitive decline, mild cognitive impairment and Alzheimer's dementia: excess costs and associated clinical and risk factors
by: Eva Gläser, et al.
Published: (2025-06-01)

Brain‐derived tau to measure treatment effect in Alzheimer's disease and frontotemporal dementia
by: Cassandra Marotta, et al.
Published: (2025-04-01)

Dementia Deaths Most Commonly Result from Heart and Lung Disease: Evidence from the South Carolina Alzheimer’s Disease Registry
by: Daniel A. Amoatika, et al.
Published: (2025-05-01)

Global Diseases Deserve Global Solutions: Alzheimer’s Disease
by: Emma Twiss, et al.
Published: (2025-06-01)

Three approaches to determining clinically meaningful benefit on the Cohen‐Mansfield Agitation Inventory in dementia clinical trials for agitation
by: Kathy Y. Liu, et al.
Published: (2025-04-01)