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J

J. Weston Hughes

Columbia University Irving Medical Center

16H-index
42Paper Count
1.1KCitation Count
Published Papers 18
Publication Date
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AI-ECG Detection of Structural Heart Disease in the Community Setting
errJournal of the American College of Cardiology
IF22.3
err2026-08-18
err0
errOAAI
errTimothy J. Poterucha; John Weston Hughes; Michael I. Brener; Michael L. Chuang; Nadira B. Hamid; Clayton Snyder; Julia Thompson; Jena Ungarten; Kayo Takahashi; Brian R. Lindman; Francisco Alberto Roedan Oliver; Joshua Finer; Dustin Hartzel; Heidi Hartman; Aaron Long; Daniel Rocha; Paloma Malta; Michelle Castillo; Ramon Pimentel Ricart; Jeffrey A. Ruhl
errShare
errSave
Detecting structural heart disease from electrocardiograms using AI
errNature
IF48.5
err2025-07-16
err0
errOAAI
errTimothy J. Poterucha; Linyuan Jing; Ramon Pimentel Ricart; Michael Adjei-Mosi; Joshua Finer; Dustin Hartzel; Christopher Kelsey; Aaron Long; Daniel Rocha; Jeffrey A. Ruhl; David vanMaanen; Marc A. Probst; Brock Daniels; Shalmali D. Joshi; Olivier Tastet; Denis Corbin; Robert Avram; Joshua P. Barrios; Geoffrey H. Tison; I-Min Chiu; David Ouyang; Alexander Volodarskiy; Michelle Castillo; Francisco A. Roedan Oliver; Paloma P. Malta; Siqin Ye; Gregg F. Rosner; Jose M. Dizon; Shah R. Ali; Qi Liu; Corey K. Bradley; Prashant Vaishnava; Carol A. Waksmonski; Ersilia M. DeFilippis; Vratika Agarwal; Mark Lebehn; Polydoros N. Kampaktsis; Sofia Shames; Ashley N. Beecy; Deepa Kumaraiah; Shunichi Homma; Allan Schwartz; Rebecca T. Hahn; Martin Leon; Andrew J. Einstein; Mathew S. Maurer; Heidi S. Hartman; John Weston Hughes; Christopher M. Haggerty; Pierre Elias
errShare
errSave
Epistasis regulates genetic control of cardiac hypertrophy
errcardiovascular research
IF10.8
err2025-06-05
err0
errOAAI
errQianru Wang; Tiffany M. Tang; Michelle Youlton; Chad S. Weldy; Ana M. Kenney; Omer Ronen; J. Weston Hughes; Elizabeth T. Chin; Shirley C. Sutton; Abhineet Agarwal; Xiao Li; Merle Behr; Karl Kumbier; Christine S. Moravec; W. H. Wilson Tang; Kenneth B. Margulies; Thomas P. Cappola; Atul J. Butte; Rima Arnaout; James B. Brown; James R. Priest; Victoria N. Parikh; Bin Yu; Euan A. Ashley
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errSave
A deep learning phenome wide association study of the electrocardiogram
errEUROPEAN HEART JOURNAL - DIGITAL HEALTH
IF4.4
err2025-05-08
err0
errOAAI
errHughes, John Weston; Theurer, John; Vukadinovic, Milos; Rogers, Albert J.; Somani, Sulaiman; Kang, Guson; Ghazizadeh, Zaniar; O'Sullivan, Jack W.; Jain, Sneha S.; Gomes, Bruna; Salerno, Michael; Ashley, Euan; Zou, James Y.; Perez, Marco, V; Ouyang, David
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errSave
Deep learning on electrocardiogram waveforms to stratify risk of obstructive stable coronary artery disease
errEUROPEAN HEART JOURNAL - DIGITAL HEALTH
IF4.4
err2025-04-01
err0
errOAAI
errTrivedi, Rishi K.; Chiu, I-Min; Hughes, John Weston; Rogers, Albert J.; Ouyang, David
errShare
errSave
Identification of cardiac wall motion abnormalities in diverse populations by deep learning of the electrocardiogram
errNPJ DIGITAL MEDICINE
IF15.1
err2025-01-11
err0
errOAAI
errRogers, Albert J.; Bhatia, Neal K.; Bandyopadhyay, Sabyasachi; Tooley, James; Ansari, Rayan; Thakkar, Vyom; Xu, Justin; Soto, Jessica Torres; Tung, Jagteshwar S.; Alhusseini, Mahmood I.; Clopton, Paul; Sameni, Reza; Clifford, Gari D.; Hughes, J. Weston; Ashley, Euan A.; Perez, Marco V.; Zaharia, Matei; Narayan, Sanjiv M.
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errSave
Serum Potassium Monitoring Using AI-Enabled Smartwatch Electrocardiograms
errJACC-CLINICAL ELECTROPHYSIOLOGY
IF7.7
err2024-12-01
err1
errOAAI
errChiu, I. -Min; Wu, Po-Jung; Zhang, Huan; Hughes, J. Weston; Rogers, Albert J.; Jalilian, Laleh; Perez, Marco; Lin, Chun-Hung Richard; Lee, Chien-Te; Zou, James; Ouyang, David
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errSave
Simple models vs. deep learning in detecting low ejection fraction from the electrocardiogram
errEUROPEAN HEART JOURNAL - DIGITAL HEALTH
IF4.4
err2024-04-25
err0
errOAAI
errHughes, John Weston; Somani, Sulaiman; Elias, Pierre; Tooley, James; Rogers, Albert J.; Poterucha, Timothy; Haggerty, Christopher M.; Salerno, Michael; Ouyang, David; Ashley, Euan; Zou, James; Perez, Marco, V
errShare
errSave
Race, Sex, and Age Disparities in the Performance of ECG Deep Learning Models Predicting Heart Failure
errjacc heart failure
IF8.4
err2024-01-01
err7
errOAAI
errKaur, Dhamanpreet; Hughes, J. Weston; Rogers, Albert J.; Kang, Guson; Narayan, Sanjiv M.; Ashley, Euan A.; Perez, Marco V.
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errSave
Electrocardiographic deep learning for predicting post- procedural mortality: a model development and validation study
errLANCET DIGITAL HEALTH
IF24.1
err2024-01-01
err9
errOAAI
errOuyang, David; Theurer, John; Stein, Nathan R.; Hughes, J. Weston; Elias, Pierre; He, Bryan; Yuan, Neal; Duffy, Grant; Sandhu, Roopinder K.; Ebinger, Joseph; Botting, Patrick; Jujjavarapu, Melvin; Claggett, Brian; Tooley, James E.; Poterucha, Tim; Chen, Jonathan H.; Nurok, Michael; Perez, Marco; Perotte, Adler; Zou, James Y.; Cook, Nancy R.; Chugh, Sumeet S.; Cheng, Susan; Albert, Christine M.
errShare
errSave
Genetic architecture of cardiac dynamic flow volumes
errNATURE GENETICS
IF31.8
err2023-12-11
err4
errOAAI
errGomes, Bruna; Singh, Aditya; O'Sullivan, Jack W.; Schnurr, Theresia M.; Goddard, Page C.; Loong, Shaun; Amar, David; Hughes, J. Weston; Kostur, Mykhailo; Haddad, Francois; Salerno, Michael; Foo, Roger; Montgomery, Stephen B.; Parikh, Victoria N.; Meder, Benjamin; Ashley, Euan A.
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errSave
A deep learning-based electrocardiogram risk score for long term cardiovascular death and disease
errNPJ DIGITAL MEDICINE
IF15.1
err2023-09-12
err15
errOAAI
errHughes, J. Weston; Tooley, James; Soto, Jessica Torres; Ostropolets, Anna; Poterucha, Tim; Christensen, Matthew Kai; Yuan, Neal; Ehlert, Ben; Kaur, Dhamanpreet; Kang, Guson; Rogers, Albert; Narayan, Sanjiv; Elias, Pierre; Ouyang, David; Ashley, Euan; Zou, James; Perez, Marco V.
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errSave
Deep learning-based electrocardiographic screening for chronic kidney disease
errCOMMUNICATIONS MEDICINE
IF6.3
err2023-05-26
err8
errOAAI
errHolmstrom, Lauri; Christensen, Matthew; Yuan, Neal; Hughes, J. Weston; Theurer, John; Jujjavarapu, Melvin; Fatehi, Pedram; Kwan, Alan; Sandhu, Roopinder K.; Ebinger, Joseph; Cheng, Susan; Zou, James; Chugh, Sumeet S.; Ouyang, David
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errSave
Multimodal deep learning enhances diagnostic precision in left ventricular hypertrophy
errEUROPEAN HEART JOURNAL - DIGITAL HEALTH
IF4.4
err2022-05-23
err26
errOAAI
errSoto, Jessica Torres; Hughes, J. Weston; Sanchez, Pablo Amador; Perez, Marco; Ouyang, David; Ashley, Euan A.
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errSave
Performance of a Convolutional Neural Network and Explainability Technique for 12-Lead Electrocardiogram Interpretation
errJAMA CARDIOLOGY
IF14.1
err2021-11-01
err61
errOAAI
errHughes, J. Weston; Olgin, Jeffrey E.; Avram, Robert; Abreau, Sean A.; Sittler, Taylor; Radia, Kaahan; Hsia, Henry; Walters, Tomos; Lee, Byron; Gonzalez, Joseph E.; Tison, Geoffrey H.
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errSave
Deep learning evaluation of biomarkers from echocardiogram videos
errEBIOMEDICINE
IF10.8
err2021-11-01
err27
errOAAI
errHughes, J. Weston; Yuan, Neal; He, Bryan; Ouyang, Jiahong; Ebinger, Joseph; Botting, Patrick; Lee, Jasper; Theurer, John; Tooley, James E.; Nieman, Koen; Lungren, Matthew P.; Liang, David H.; Schnittger, Ingela; Chen, Jonathan H.; Ashley, Euan A.; Cheng, Susan; Ouyang, David; Zou, James Y.
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errSave
Epitome: predicting epigenetic events in novel cell types with multi-cell deep ensemble learning
errNUCLEIC ACIDS RESEARCH
IF13.1
err2021-08-11
err3
errOAAI
errMorrow, Alyssa Kramer; Hughes, John Weston; Singh, Jahnavi; Joseph, Anthony Douglas; Yosef, Nir
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errSave
A digital biomarker of diabetes from smartphone-based vascular signals
errNATURE MEDICINE
IF50
err2020-08-17
err63
errOAAI
errAvram, Robert; Olgin, Jeffrey E.; Kuhar, Peter; Hughes, J. Weston; Marcus, Gregory M.; Pletcher, Mark J.; Aschbacher, Kirstin; Tison, Geoffrey H.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Martin B. Leon
H-index: 193 · Papers: 2.6K
W
W.H. Wilson Tang
H-index: 134 · Papers: 2.1K
N
Nancy R. Cook
H-index: 128 · Papers: 635
R
Rebecca T. Hahn
H-index: 117 · Papers: 830
A
Atul J. Butte
H-index: 111 · Papers: 774
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