Publications by authors named "Dustin Hartzel"

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Detecting structural heart disease from electrocardiograms using AI.
Timothy J Poterucha, Linyuan Jing, Ramon Pimentel Ricart, Michael Adjei-Mosi, Joshua Finer, Dustin Hartzel

Nature· August 2025

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Deep learning for echocardiographic assessment and risk stratification of aortic, mitral, and tricuspid regurgitation: the DELINEATE-regurgitation study.
Aaron Long, Joshua Finer, Heidi Hartman, Dustin Hartzel, Linyuan Jing

Eur Heart J· July 2025

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Deep Learning for Echo Analysis, Tracking, and Evaluation of Mitral Regurgitation (DELINEATE-MR).
Aaron Long, Christopher M Haggerty, Joshua Finer, Dustin Hartzel, Linyuan Jing

Circulation· September 2024

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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.
Sushravya Raghunath, John M Pfeifer, Christopher R Kelsey, Arun Nemani, Jeffrey A Ruhl, Dustin N Hartzel

J Electrocardiol· January 2023

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Impact of a Population Genomic Screening Program on Health Behaviors Related to Familial Hypercholesterolemia Risk Reduction.
Laney K Jones, Nan Chen, Dina A Hassen, Megan N Betts, Tracey Klinger, Dustin N Hartzel

Circ Genom Precis Med· October 2022

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Predictive Accuracy of a Clinical and Genetic Risk Model for Atrial Fibrillation.
Shaan Khurshid, Nina Mars, Christopher M Haggerty, Qiuxi Huang, Lu-Chen Weng, Dustin N Hartzel

Circ Genom Precis Med· October 2021

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Deep-learning-assisted analysis of echocardiographic videos improves predictions of all-cause mortality.
Alvaro E Ulloa Cerna, Linyuan Jing, Christopher W Good, David P vanMaanen, Sushravya Raghunath, Dustin N Hartzel

Nat Biomed Eng· June 2021

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Deep Neural Networks Can Predict New-Onset Atrial Fibrillation From the 12-Lead ECG and Help Identify Those at Risk of Atrial Fibrillation-Related Stroke.
Sushravya Raghunath, John M Pfeifer, Alvaro E Ulloa-Cerna, Arun Nemani, Tanner Carbonati, Dustin N Hartzel

Circulation· March 2021

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Electronic health record analysis identifies kidney disease as the leading risk factor for hospitalization in confirmed COVID-19 patients.
Matthew T Oetjens, Jonathan Z Luo, Alexander Chang, Joseph B Leader, Dustin N Hartzel

PLoS One· November 2020

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A genome-wide association study of polycystic ovary syndrome identified from electronic health records.
Yanfei Zhang, Kevin Ho, Jacob M Keaton, Dustin N Hartzel, Felix Day

Am J Obstet Gynecol· October 2020

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A Machine Learning Approach to Management of Heart Failure Populations.
Linyuan Jing, Alvaro E Ulloa Cerna, Christopher W Good, Nathan M Sauers, Gargi Schneider, Dustin N Hartzel

JACC Heart Fail· July 2020

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Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network.
Sushravya Raghunath, Alvaro E Ulloa Cerna, Linyuan Jing, David P vanMaanen, Joshua Stough, Dustin N Hartzel

Nat Med· June 2020

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Routinely reported ejection fraction and mortality in clinical practice: where does the nadir of risk lie?
Gregory J Wehner, Linyuan Jing, Christopher M Haggerty, Jonathan D Suever, Joseph B Leader, Dustin N Hartzel

Eur Heart J· March 2020

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Healthcare Utilization and Costs after Receiving a Positive Result from a Genomic Screening Program.
Jing Hao, Dina Hassen, Kandamurugu Manickam, Michael F Murray, Dustin N Hartzel

J Pers Med· February 2020

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A genome-first approach to aggregating rare genetic variants in LMNA for association with electronic health record phenotypes.
Joseph Park, Michael G Levin, Christopher M Haggerty, Dustin N Hartzel, Renae Judy

Genet Med· January 2020

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Mutation Carriers Develop Kidney and Liver Cysts.
Whitney Besse, Alex R Chang, Jonathan Z Luo, William J Triffo, Bryn S Moore, Dustin N Hartzel

J Am Soc Nephrol· November 2019

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Prevalence and Electronic Health Record-Based Phenotype of Loss-of-Function Genetic Variants in Arrhythmogenic Right Ventricular Cardiomyopathy-Associated Genes.
Eric D Carruth, Wilson Young, Dominik Beer, Cynthia A James, Hugh Calkins, Dustin N Hartzel

Circ Genom Precis Med· November 2019

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Copy Number Is Not Associated With Risk of Kidney Failure in a Large Cohort.
Yanfei Zhang, Waleed Zafar, Dustin N Hartzel, Marc S Williams, Adrienne Tin

Front Genet· August 2019

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Genomics-First Evaluation of Heart Disease Associated With Titin-Truncating Variants.
Christopher M Haggerty, Scott M Damrauer, Michael G Levin, David Birtwell, David J Carey, Dustin N Hartzel

Circulation· July 2019

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Predicting Survival From Large Echocardiography and Electronic Health Record Datasets: Optimization With Machine Learning.
Manar D Samad, Alvaro Ulloa, Gregory J Wehner, Linyuan Jing, Dustin Hartzel

JACC Cardiovasc Imaging· April 2019

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Author Correction: Rare variants in drug target genes contributing to complex diseases, phenome-wide.
Shefali Setia Verma, Navya Josyula, Anurag Verma, Xinyuan Zhang, Yogasudha Veturi, Dustin N Hartzel

Sci Rep· October 2018

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Exome Sequencing-Based Screening for BRCA1/2 Expected Pathogenic Variants Among Adult Biobank Participants.
Kandamurugu Manickam, Adam H Buchanan, Marci L B Schwartz, Miranda L G Hallquist, Janet L Williams, Dustin N Hartzel

JAMA Netw Open· September 2018

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Functional Invalidation of Putative Sudden Infant Death Syndrome-Associated Variants in the -Encoded Kv11.1 Channel.
Jennifer L Smith, David J Tester, Allison R Hall, Don E Burgess, Chun-Chun Hsu, Dustin N Hartzel

Circ Arrhythm Electrophysiol· May 2018

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PheWAS and Beyond: The Landscape of Associations with Medical Diagnoses and Clinical Measures across 38,662 Individuals from Geisinger.
Anurag Verma, Anastasia Lucas, Shefali S Verma, Yu Zhang, Navya Josyula, Dustin N Hartzel

Am J Hum Genet· April 2018

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Rare variants in drug target genes contributing to complex diseases, phenome-wide.
Shefali Setia Verma, Navya Josyula, Anurag Verma, Xinyuan Zhang, Yogasudha Veturi, Dustin N Hartzel

Sci Rep· March 2018

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