Dustin N. Hartzel

NewYork–Presbyterian Hospital — United States

Medicine · Health Sciences

24h-index3.6kcitations78works8.92yr avg
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Research Topics

Cardiovascular Health and Risk Factors(10), Atrial Fibrillation Management and Outcomes(9), Cardiovascular Function and Risk Factors(9), ECG Monitoring and Analysis(9), Cardiac Valve Diseases and Treatments(8)

Publications75 total

TCT-71 Detection of Light Chain Amyloidosis Cardiomyopathy (AL-CM) by Artificial Intelligence Analysis of ECG and Echocardiography
Journal of the American College of Cardiology·2025
Detecting structural heart disease from electrocardiograms using AI
Nature·2025· 34 citedOpen Access
DEEP LEARNING FOR ECHO ANALYSIS, TRACKING, AND EVALUATION OF MITRAL REGURGITATION PROGRESSION (DELINEATE-MR-PROGRESSION)
Journal of the American College of Cardiology·2025Open Access
Deep learning for echocardiographic assessment and risk stratification of aortic, mitral, and tricuspid regurgitation: the DELINEATE-regurgitation study
European Heart Journal·2025· 14 citedOpen Access
Abstract 4143939: A large-scale multi-view deep learning-based assessment of left ventricular ejection fraction in echocardiography
Circulation·2024
DELINEATE-Regurgitation: deep learning for automated assessment of aortic, mitral, and tricuspid regurgitation from echocardiography
European Heart Journal·2024· 1 cited
ID: 4120594 Detection Of Structural Heart Disease Using The 12-Lead ECG: Comparative Performance Of Cardiologists And The Echonext Ai Model With Analysis Of Optimal Strategies Of Human-Computer Interaction
Heart Rhythm·2024Open Access
Deep Learning for Echo Analysis, Tracking, and Evaluation of Mitral Regurgitation (DELINEATE-MR)
Circulation·2024· 40 citedOpen Access
ECHOSTAR DEEP LEARNING SYSTEM: A COMPREHENSIVE ANALYSIS OF AORTIC VALVE FROM ECHO DOPPLER IMAGES
Journal of the American College of Cardiology·2024Open Access
DELINEATE-MR: DEEP LEARNING FOR AUTOMATED ASSESSMENT OF MITRAL REGURGITATION FROM ECHOCARDIOGRAPHY
Journal of the American College of Cardiology·2024
A Comparative Analysis of Data-Driven Modelling Techniques for 30-Day Heart Failure Readmission Prediction
Computing in cardiology·2023· 1 citedOpen Access
Abstract 14647: EchoNext: An ECG-Based Deep Learning Model to Detect Structural Heart Disease
Circulation·2023· 2 cited
Rare coding variants in CHRNB2 reduce the likelihood of smoking
Nature Genetics·2023· 16 citedOpen Access
Abstract 11978: Composite Deep Learning ECG Algorithm Trained to Identify Structural Heart Diseases Can Identify Clinically Ascertained Hypertrophic Cardiomyopathy
Circulation·2022
Abstract 11934: Natural Language Processing Models Can Be Trained to Accurately Recognize the Presence of Disease Within Clinical Notes
Circulation·2022
Abstract 11473: An EHR-Based Machine Learning Model Predicts Myocardial Infarction Better Than an ECG-Based Machine Learning Model and the Pooled Cohort Equations
Circulation·2022
An ECG-based machine learning model for predicting new-onset atrial fibrillation is superior to age and clinical features in identifying patients at high stroke risk
Journal of Electrocardiology·2022· 9 citedOpen Access
Impact of a Population Genomic Screening Program on Health Behaviors Related to Familial Hypercholesterolemia Risk Reduction
Circulation Genomic and Precision Medicine·2022· 9 citedOpen Access
Session 2: AI in automated ECG analysisAI-based predictive and diagnostic electrocardiography
Journal of Electrocardiology·2022
Population-scale analysis of common and rare genetic variation associated with hearing loss in adults
Communications Biology·2022· 31 citedOpen Access
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Frequent Co-authors

Christopher M. Haggerty(29), Joseph B. Leader(26), Brandon K. Fornwalt(22), H. Lester Kirchner(20), Alvaro Ulloa(14), Christopher W. Good(14), Linyuan Jing(13), Sushravya Raghunath(12), David P. vanMaanen(12), David J. Carey(11), Marylyn D. Ritchie(10), Marc S. Williams(10), Linyuan Jing(10), Frederick E. Dewey(8), Sarah A. Pendergrass(8), Aalpen A. Patel(8), Amy C. Sturm(8), John D. Overton(7), Jeffrey G. Reid(7), David H. Ledbetter(7)