David Ouyang

Also affiliated with Kaiser Permanente, Kaiser Permanente Santa Clara Medical Center, Cedars-Sinai Smidt Heart Institute, Stanford University, Tsinghua University

Medicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 64 papers. Top paper: “Systematic Quantification of Sources of Variation in Ejection Fraction Calculation Using Deep Learning”.

Systematic Quantification of Sources of Variation in Ejection Fraction Calculation Using Deep Learning

JACC. Cardiovascular imaging(2021)10.1016/j.jcmg.2021.06.018

N/A

1.1DataRank · unranked

28 citations

Ishan Jain, Neeraj Rattehalli, Bryan He, Charles Pollick, David Liang +5 more

Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart

Nature Cardiovascular Research(2022)10.1038/s44161-022-00041-9

N/A

0.681DataRank · unranked

93 citations

Julie K. Shade, Changxin Lai, Konstantinos N. Aronis, David Ouyang, M. Vinayaga Moorthy +8 more

Detecting structural heart disease from electrocardiograms using AI

Nature(2025)10.1038/s41586-025-09227-0

N/A

0.659DataRank · unranked

80 citations

Linyuan Jing, Richard Ricart, Michael Adjei-Mosi, Joshua Finer, Dustin N. Hartzel +45 more

Variability independent of mean blood pressure as a real-world measure of cardiovascular risk

EClinicalMedicine(2022)10.1016/j.eclinm.2022.101442

N/A

0.612DataRank · unranked

58 citations

Matthew Driver, David Ouyang, Patrick Botting, Hongwei Ji, Mohamad Rashid +7 more

Artificial Intelligence in Ventricular Arrhythmias and Sudden Death

Arrhythmia & Electrophysiology Review(2023)10.15420/aer.2022.42

N/A

0.442DataRank · unranked

18 citations

Zijun Zhang, David Ouyang, Damini Dey, Piotr J. Slomka, Sumeet S. Chugh +1 more

Deep Learning–Based Continuous QT Monitoring to Identify High-Risk Prolongation Events After Class III Antiarrhythmic Initiation

Circulation(2025)10.1161/circulationaha.125.077494

N/A

0.215DataRank · unranked

3 citations

Sabyasachi Bandyopadhyay, Rishi Trivedi, Kelly Brennan, Xichong Liu, Prasanth Ganesan +10 more

Holistic AI analysis of hybrid cardiac perfusion images for mortality prediction

medRxiv(2024)10.1101/2024.04.23.24305735

N/A

0.208DataRank · unranked

3 citations

Wenhao Zhang, Aakash Shanbhag, Robert J.H. Miller, Mark A. Lemley, Giselle Ramirez +14 more

Navigating the Gray Zone

JACC Advances(2024)10.1016/j.jacadv.2024.101178

N/A

0.208DataRank · unranked

3 citations

David Ouyang, Ashish Sarraju

Automated evaluation for pericardial effusion and cardiac tamponade with echocardiographic artificial intelligence

European Heart Journal - Digital Health(2025)10.1093/ehjdh/ztaf112

N/A

0.165DataRank · unranked

2 citations

Yuki Sahashi, Miloš Vukadinovic, Paul Cheng, Susan Cheng, David Ouyang +1 more

Evaluating the performance and potential bias of predictive models for detection of transthyretin cardiac amyloidosis

medRxiv(2024)10.1101/2024.10.09.24315202

N/A

0.104DataRank · unranked

1 citations

Nicholas Easton, Simon Benigeri, James D. Thomas, Akhil Narang, David Ouyang +11 more

Impact of Measurement Imprecision on Genetic Association Studies of Cardiac Function

medRxiv(2023)10.1101/2023.02.16.23286058

N/A

0.104DataRank · unranked

1 citations

Gauri Renjith, Victoria Yuan, Alan C. Kwan, Susan Cheng, Debiao Li +3 more

Cardiovascular and hepatic disease associations by magnetic resonance imaging: A retrospective cohort study

Frontiers in Cardiovascular Medicine(2022)10.3389/fcvm.2022.1009474

N/A

0.104DataRank · unranked

1 citations

Nancy Sun, Matthew Driver, Patrick Botting, Jesse Navarrette, David Ouyang +7 more

Cardiac microstructural alterations in immune-inflammatory myocardial disease: a retrospective case-control study

Cardiovascular Ultrasound(2022)10.1186/s12947-022-00279-0

N/A

0DataRank · unranked

0 citations

Gerran Salto, Trevor‐Trung Nguyen, Elizabeth H. Kim, Eric Luong, Pranoti Hiremath +9 more

Detection of Left Ventricular Systolic Dysfunction From Electrocardiographic Images

Circulation(2023)10.1161/circulationaha.122.062646

N/A

0DataRank · unranked

141 citations

Arash Aghajani Nargesi, Lovedeep Singh Dhingra, Akshay Khunte, Bobak J. Mortazavi, Antônio H. Ribeiro +15 more

Severe aortic stenosis detection by deep learning applied to echocardiography

European Heart Journal(2023)10.1093/eurheartj/ehad456

N/A

0DataRank · unranked

137 citations

Evangelos K. Oikonomou, Bobak J. Mortazavi, Andreas Coppi, Kamil F. Faridi, Edward J. Miller +10 more

A deep learning-based electrocardiogram risk score for long term cardiovascular death and disease

npj Digital Medicine(2023)10.1038/s41746-023-00916-6

N/A

0DataRank · unranked

62 citations

James Tooley, Jessica Torres Soto, Anna Ostropolets, Tim Poterucha, Matthew Kai Christensen +12 more

Deep Learning of Electrocardiograms in Sinus Rhythm From US Veterans to Predict Atrial Fibrillation

JAMA Cardiology(2023)10.1001/jamacardio.2023.3701

N/A

0DataRank · unranked

61 citations

Grant Duffy, Sanket S. Dhruva, Adam Oesterle, Cara N. Pellegrini, John Theurer +5 more

Deep learning-based electrocardiographic screening for chronic kidney disease

Communications Medicine(2023)10.1038/s43856-023-00278-w

N/A

0DataRank · unranked

37 citations

Matthew Christensen, Neal Yuan, J. Weston Hughes, John Theurer, Melvin Jujjavarapu +9 more

Deep learning-enabled analysis of medical images identifies cardiac sphericity as an early marker of cardiomyopathy and related outcomes

Med(2023)10.1016/j.medj.2023.02.009

N/A

0DataRank · unranked

17 citations

Alan C. Kwan, Victoria Yuan, Michael Salerno, Daniel Lee, Christine M. Albert +5 more

High-Throughput Assessment of Real-World Medication Effects on QT Interval Prolongation: Observational Study

JMIR Cardio(2023)10.2196/41055

N/A

0DataRank · unranked

13 citations

Adam Oesterle, Patrick Botting, Sumeet S. Chugh, Christine M. Albert, Joseph E. Ebinger +2 more

AI-ENABLED ASSESSMENT OF CARDIAC FUNCTION AND VIDEO QUALITY IN EMERGENCY DEPARTMENT POINT-OF-CARE ECHOCARDIOGRAMS

Journal of Emergency Medicine(2023)10.1016/j.jemermed.2023.02.005

N/A

0DataRank · unranked

10 citations

Dev Dash, Youyou Duanmu, Ting Xu Tan, David Ouyang, James Zou +1 more

A Multimodality Video-Based AI Biomarker For Aortic Stenosis Development And Progression

medRxiv(2023)10.1101/2023.09.28.23296234

N/A

0DataRank · unranked

1 citations

Gregory Holste, Neal Yuan, Andreas Coppi, Robert L. McNamara, Norrisa Haynes +12 more

Predicting aortic stenosis progression using a video-based deep learning model of aortic stenosis built for single-view two-dimensional echocardiography

European Heart Journal(2023)10.1093/eurheartj/ehad655.040

N/A

0DataRank · unranked

0 citations

Gregory Holste, Robert L. McNamara, Eric J. Velazquez, Girish N. Nadkarni, David Ouyang +4 more

Leveraging 3D Echocardiograms to Evaluate AI Model Performance in Predicting Cardiac Function on Out-of-Distribution Data

PubMed(2023)10.1142/9789811286421_0004

N/A

0DataRank · unranked

0 citations

Kai H. Christensen, David Ouyang, Grant Duffy

Sex Differences in Association of Physical Activity With All-Cause and Cardiovascular Mortality

Journal of the American College of Cardiology(2024)10.1016/j.jacc.2023.12.019

N/A

0DataRank · unranked

210 citations

Martha Gulati, Tzu Yu Huang, Alan C. Kwan, David Ouyang, Joseph E. Ebinger +5 more

Vision–language foundation model for echocardiogram interpretation

Nature Medicine(2024)10.1038/s41591-024-02959-y

N/A

0DataRank · unranked

181 citations

Miloš Vukadinovic, Neal Yuan, David Ouyang, Matthew Christensen

Artificial Intelligence for Cardiovascular Care—Part 1: Advances

Journal of the American College of Cardiology(2024)10.1016/j.jacc.2024.03.400

N/A

0DataRank · unranked

111 citations

Sneha S. Jain, Timothy J. Poterucha, Michael Randazzo, Francisco López Jiménez, Rohan Khera +16 more

Artificial Intelligence in Cardiovascular Care—Part 2: Applications

Journal of the American College of Cardiology(2024)10.1016/j.jacc.2024.03.401

N/A

0DataRank · unranked

67 citations

Pierre Elias, Timothy J. Poterucha, Michael Randazzo, Francisco López Jiménez, Rohan Khera +16 more

A Multimodal Video-Based AI Biomarker for Aortic Stenosis Development and Progression

JAMA Cardiology(2024)10.1001/jamacardio.2024.0595

N/A

0DataRank · unranked

65 citations

Gregory Holste, Neal Yuan, Andreas Coppi, Robert L. McNamara, Norrisa Haynes +12 more

Machine Learning and Bias in Medical Imaging: Opportunities and Challenges

Circulation Cardiovascular Imaging(2024)10.1161/circimaging.123.015495

N/A

0DataRank · unranked

63 citations

Alan C. Kwan, David Ouyang, Susan Cheng, Amey Vrudhula

An ECG-based artificial intelligence model for assessment of sudden cardiac death risk

Communications Medicine(2024)10.1038/s43856-024-00451-9

N/A

0DataRank · unranked

63 citations

Harpriya Chugh, Kotoka Nakamura, Ziana Bhanji, Madison Seifer, Audrey Uy‐Evanado +4 more

Deep Learning-Derived Myocardial Strain

JACC. Cardiovascular imaging(2024)10.1016/j.jcmg.2024.01.011

N/A

0DataRank · unranked

51 citations

Ernest W. Chang, Ishan Jain, John Theurer, Xiu Tang, Nadia Francisco +12 more

Deep learning to detect left ventricular structural abnormalities in chest X-rays

European Heart Journal(2024)10.1093/eurheartj/ehad782

N/A

0DataRank · unranked

35 citations

Victor Rodriguez, Timothy J. Poterucha, Simukayi Mutasa, Dwight Aberle, Kathleen M. Capaccione +25 more

Serum Potassium Monitoring Using AI-Enabled Smartwatch Electrocardiograms

JACC. Clinical electrophysiology(2024)10.1016/j.jacep.2024.07.023

N/A

0DataRank · unranked

20 citations

Po-Jung Wu, Huan Zhang, J. Weston Hughes, Albert J. Rogers, Laleh Jalilian +6 more

Deep learning evaluation of echocardiograms to identify occult atrial fibrillation

npj Digital Medicine(2024)10.1038/s41746-024-01090-z

N/A

0DataRank · unranked

18 citations

Nathan R. Stein, Grant Duffy, Roopinder K. Sandhu, Sumeet S. Chugh, Peng‐Sheng Chen +6 more

Blood pressure variability supersedes heart rate variability as a real-world measure of dementia risk

Scientific Reports(2024)10.1038/s41598-024-52406-8

N/A

0DataRank · unranked

11 citations

Matthew Driver, Tzu Yu Huang, Jose Magraner, Patrick Botting, Minhao Wang +7 more

EchoPrime: A Multi-Video View-Informed Vision-Language Model for Comprehensive Echocardiography Interpretation

arXiv (Cornell University)(2024)10.48550/arxiv.2410.09704

N/A

0DataRank · unranked

13 citations

Xiu Tang, Neal Yuan, Paul Cheng, Debiao Li, Susan Cheng +3 more

High Throughput Deep Learning Detection of Mitral Regurgitation

medRxiv(2024)10.1101/2024.02.08.24302547

N/A

0DataRank · unranked

12 citations

Grant Duffy, Miloš Vukadinovic, David Liang, Susan Cheng, David Ouyang +1 more

Automated Evaluation for Pericardial Effusion and Cardiac Tamponade with Echocardiographic Artificial Intelligence

medRxiv(2024)10.1101/2024.11.27.24318110

N/A

0DataRank · unranked

1 citations

Miloš Vukadinovic, Yuki Sahashi, Paul Cheng, Chi-Yung Cheng, Susan Cheng +2 more

Multi-modality deep learning model for prediction of chronic obstructive coronary artery disease

European Heart Journal(2024)10.1093/eurheartj/ehae666.1364

N/A

0DataRank · unranked

0 citations

Isaac M. Chiu, David Ouyang, Richa Trivedi

Artificial Intelligence Automation of Echocardiographic Measurements

Journal of the American College of Cardiology(2025)10.1016/j.jacc.2025.07.053

N/A

0DataRank · unranked

19 citations

Hirotaka Ieki, Victoria Yuan, Matthew Christensen, Miloš Vukadinovic, Christina Binder-Rodriguez +6 more

Current State of Artificial Intelligence in Assessing Cardiac Function

Current Cardiology Reports(2025)10.1007/s11886-025-02314-8

N/A

0DataRank · unranked

3 citations

Keane Lee, Andrew P. Ambrosy, David Ouyang, Hirotaka Ieki, Victoria Yuan

A deep learning phenome wide association study of the electrocardiogram

European Heart Journal - Digital Health(2025)10.1093/ehjdh/ztaf047

N/A

0DataRank · unranked

4 citations

John Theurer, Miloš Vukadinovic, Albert J. Rogers, Sulaiman Somani, Guson Kang +10 more

Using Deep Learning to Predict Cardiovascular Magnetic Resonance Findings From Echocardiographic Videos

Journal of the American Society of Echocardiography(2025)10.1016/j.echo.2025.05.016

N/A

0DataRank · unranked

3 citations

Miloš Vukadinovic, Grant Duffy, Debiao Li, Susan Cheng, Daniel S. Berman +3 more

International Validation of Echocardiographic Artificial Intelligence Amyloid Detection Algorithm

JACC Advances(2025)10.1016/j.jacadv.2025.102067

N/A

0DataRank · unranked

1 citations

Evangelos K. Oikonomou, Nicholas Easton, Hiroki Usuku, J. Patel, Yoshinori Katsumata +9 more

Deep learning on electrocardiogram waveforms to stratify risk of obstructive stable coronary artery disease

European Heart Journal - Digital Health(2025)10.1093/ehjdh/ztaf020

N/A

0DataRank · unranked

4 citations

I-Min Chiu, J. Weston Hughes, Albert J. Rogers, David Ouyang, Rishi K Trivedi

Factors associated with physician modifications to automated ECG interpretations

European Heart Journal - Digital Health(2025)10.1093/ehjdh/ztaf119

N/A

0DataRank · unranked

1 citations

Yuki Sahashi, Sam Torbati, Sumeet S. Chugh, David Ouyang, I-Min Chiu

Artificial intelligence prediction of age from echocardiography as a marker for cardiovascular disease

npj Digital Medicine(2025)10.1038/s41746-025-02050-x

N/A

0DataRank · unranked

1 citations

Hirotaka Ieki, Christina Binder, Victoria Yuan, I-Min Chiu, Ankeet Bhatt +10 more

Foundation models for generalizable electrocardiogram interpretation: comparison of supervised and self-supervised electrocardiogram foundation models

medRxiv(2025)10.1101/2025.03.02.25322575

N/A

0DataRank · unranked

8 citations

A. Sowa, Jacques Delfrate, Olivier Tastet, Denis Corbin, Merve Kulbay +28 more

Automated Aortic Regurgitation Detection and Quantification: A Deep Learning Approach Using Multi-View Echocardiography

medRxiv(2025)10.1101/2025.03.18.25323918

N/A

0DataRank · unranked

1 citations

Yuki Sahashi, Hirotaka Ieki, Miloš Vukadinovic, Victoria Yuan, Meenal Rawlani +4 more

Comprehensive aortic stenosis characterization using multi-view deep learning

medRxiv(2025)10.1101/2025.09.26.25336778

N/A

0DataRank · unranked

0 citations

Yuki Sahashi, Miloš Vukadinovic, Meenal Rawlani, Christina Binder, Neal Yuan +8 more

Video-based AI for beat-to-beat assessment of cardiac function

Nature(2020)10.1038/s41586-020-2145-8

N/A

0DataRank · unranked

1051 citations

Bryan He, Amirata Ghorbani, Neal Yuan, Joseph E. Ebinger, Curtis P. Langlotz +6 more

Long-term, ambulatory 12-lead ECG from a single non-standard lead using perceptual reconstruction

medRxiv(2025)10.64898/2025.12.17.25342224

N/A

0DataRank · unranked

0 citations

I-Min Chiu, Rayan Ansari, Sheng Liu, J. Weston Hughes, Alexander C. Perino +8 more

Deep learning interpretation of echocardiograms

npj Digital Medicine(2020)10.1038/s41746-019-0216-8

N/A

0DataRank · unranked

480 citations

David Ouyang, Abubakar Abid, Bryan He, Jonathan H. Chen, Robert A. Harrington +4 more

Deep learning evaluation of biomarkers from echocardiogram videos

EBioMedicine(2021)10.1016/j.ebiom.2021.103613

N/A

0DataRank · unranked

63 citations

Neal Yuan, Bryan He, Jiahong Ouyang, Joseph E. Ebinger, Patrick Botting +13 more

How to evaluate deep learning for cancer diagnostics – factors and recommendations

Biochimica et Biophysica Acta (BBA) - Reviews on Cancer(2021)10.1016/j.bbcan.2021.188515

N/A

0DataRank · unranked

34 citations

Bryan He, David Ouyang, James Zou, Roxana Daneshjou

A Machine Learning Algorithm Predicts Duration of hospitalization in COVID-19 patients

Intelligence-Based Medicine(2021)10.1016/j.ibmed.2021.100035

N/A

0DataRank · unranked

33 citations

Matthew Wells, David Ouyang, Tod Davis, Noy Kaufman, Susan Cheng +2 more

Artificial Intelligence in Computer Vision: Cardiac MRI and Multimodality Imaging Segmentation

Current Cardiovascular Risk Reports(2021)10.1007/s12170-021-00678-4

N/A

0DataRank · unranked

20 citations

Gerran Salto, Susan Cheng, David Ouyang, Alan C. Kwan

Apparent risks of postural orthostatic tachycardia syndrome diagnoses after COVID-19 vaccination and SARS-Cov-2 Infection

Nature Cardiovascular Research(2022)10.1038/s44161-022-00177-8

N/A

0DataRank · unranked

75 citations

Joseph E. Ebinger, Janet Wei, C. Le, Jillian R. Oft, Rachel Zabner +10 more

Confounders mediate AI prediction of demographics in medical imaging

npj Digital Medicine(2022)10.1038/s41746-022-00720-8

N/A

0DataRank · unranked

46 citations

Shoa L. Clarke, Matthew Christensen, Bryan He, Neal Yuan, Susan Cheng +2 more

Prediction of Coronary Artery Calcium Using Deep Learning of Echocardiograms

Journal of the American Society of Echocardiography(2022)10.1016/j.echo.2022.12.014

N/A

0DataRank · unranked

35 citations

Alan C. Kwan, Grant Duffy, John Theurer, Jonathan H. Chen, Koen Nieman +6 more

Cardiac microstructural alterations measured by echocardiography identify sex-specific risk for heart failure

Heart(2022)10.1136/heartjnl-2022-320876

N/A

0DataRank · unranked

11 citations

Emmanuella Demosthenes, Gerran Salto, David Ouyang, Trevor‐Trung Nguyen, Chike C. Nwabuo +11 more

Detection of Left Ventricular Systolic Dysfunction from Electrocardiographic Images

medRxiv(2022)10.1101/2022.06.04.22276000

N/A

0DataRank · unranked

9 citations

Arash Aghajani Nargesi, Lovedeep Singh Dhingra, Akshay Khunte, Bobak J. Mortazavi, Antônio H. Ribeiro +15 more

Automated severe aortic stenosis detection on single-view echocardiography: A multi-center deep learning study

medRxiv(2022)10.1101/2022.08.30.22279413

N/A

0DataRank · unranked

5 citations

Evangelos K. Oikonomou, Bobak J. Mortazavi, Andreas Coppi, Kamil F. Faridi, Edward J. Miller +10 more