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David Ouyang

TitleClinical Associate Professor
InstitutionUniversity of Chicago
DepartmentObstetrics and Gynecology
AddressChicago IL 60637
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Duffy G, Oikonomou EK, Easton N, Usuku H, Patel J, Katsumata Y, Yamasawa D, Stern L, Goto S, Tsujita K, Cheng P, Khera R, Ahmad FS, Ouyang D. International Validation of Echocardiographic Artificial Intelligence Amyloid Detection Algorithm. JACC Adv. 2025 Nov; 4(11 Pt 2):102067. PMID: 40965401; PMCID: PMC12717555.
      Citations: 1     
    2. Girouard MP, Go AS, Liu JY, Parikh RV, Tan TC, Lee ES, Sun G, Halaseh R, Bhatt AS, Pravoverov L, Zheng S, Svetlichnaya J, Fitzpatrick JK, Avula HR, Lee KK, Adatya S, Ouyang D, Goyal P, Sandhu AT, Ambrosy AP. Incident Heart Failure in Adults With Mild to Moderate Chronic Kidney Disease. JACC Heart Fail. 2026 Jan; 14(1):102616. PMID: 40888788.
      Citations:    Fields:    
    3. Hourmozdi J, Easton N, Benigeri S, Thomas JD, Narang A, Ouyang D, Duffy G, Upton R, Hawkes W, Akerman A, Okwuosa I, Kline A, Kho AN, Luo Y, Shah SJ, Ahmad FS. Evaluating the Performance and Potential Bias of Predictive Models for Detection of Transthyretin Cardiac Amyloidosis. JACC Adv. 2025 Aug; 4(8):101901. PMID: 40616933; PMCID: PMC12272418.
      Citations: 4     
    4. Hourmozdi J, Easton N, Benigeri S, Thomas JD, Narang A, Ouyang D, Duffy G, Upton R, Hawkes W, Akerman A, Okwuosa I, Kline A, Kho AN, Luo Y, Shah SJ, Ahmad FS. Evaluating the performance and potential bias of predictive models for detection of transthyretin cardiac amyloidosis. medRxiv. 2025 Jun 24. PMID: 40502572; PMCID: PMC12155028.
      Citations:    
    5. Vrudhula A, Vukadinovic M, Haeffele C, Kwan AC, Berman D, Liang D, Siegel R, Cheng S, Ouyang D. Automated Deep Learning Phenotyping of Tricuspid Regurgitation in Echocardiography. JAMA Cardiol. 2025 Jun 01; 10(6):595-602. PMID: 40238103; PMCID: PMC12004246.
      Citations: 6     Fields:    Translation:Humans
    6. Sahashi Y, Vukadinovic M, Duffy G, Li D, Cheng S, Berman DS, Ouyang D, Kwan AC. Using Deep Learning to Predict Cardiovascular Magnetic Resonance Findings From Echocardiographic Videos. J Am Soc Echocardiogr. 2025 Sep; 38(9):807-815. PMID: 40451472.
      Citations: 1     Fields:    Translation:Humans
    7. Chiu IM, Ouyang D. Acute myocardial infarction diagnosis: impact of artificial intelligence-powered ECG interpretation. Eur Heart J. 2025 May 21; 46(20):1930-1932. PMID: 40131842.
      Citations:    Fields:    
    8. Cao L, Hong GJ, Abiragi M, Le J, Tacon PR, Chiu IM, Patel J, Stern LK, Daluwatte C, Ouyang D, Ricchiuto P. Ratio of interventricular septal thickness to global longitudinal strain accurately identifies cardiac amyloidosis. Open Heart. 2025 May 14; 12(1). PMID: 40374277; PMCID: PMC12083331.
      Citations:    Fields:    Translation:Humans
    9. Yuan N, Hong GJ, Vrudhula A, Kwan AC, Duffy G, Botting P, Dhruva SS, Siegel RJ, Ouyang D. Understanding Transient Left Ventricular Ejection Fraction Reduction During Atrial Fibrillation With Artificial Intelligence. J Am Heart Assoc. 2025 May 20; 14(10):e040641. PMID: 40357662; PMCID: PMC12184549.
      Citations: 1     Fields:    Translation:Humans
    10. Hughes JW, Theurer J, Vukadinovic M, Rogers AJ, Somani S, Kang G, Ghazizadeh Z, O'Sullivan JW, Jain SS, Gomes B, Salerno M, Ashley E, Zou JY, Perez MV, Ouyang D. A deep learning phenome wide association study of the electrocardiogram. Eur Heart J Digit Health. 2025 Jul; 6(4):595-607. PMID: 40703109; PMCID: PMC12282379.
      Citations:    
    11. Yuan V, Sahashi Y, Ieki H, Vukadinovic M, Binder C, Pieszko K, Ambrosy AP, Cheng PP, Cheng S, Ouyang D. Automated Deep Learning Pipeline for Characterizing Left Ventricular Diastolic Function. medRxiv. 2025 Apr 30. PMID: 40343044; PMCID: PMC12060936.
      Citations:    
    12. Grogan M, Lopez-Jimenez F, Guthrie S, Kumar N, Langevin R, Lousada I, Witteles R, Royyuru A, Rosenzweig M, Cairns-Smith S, Ouyang D. Value of Artificial Intelligence for Enhancing Suspicion of Cardiac Amyloidosis Using Electrocardiography and Echocardiography: A Narrative Review. J Am Heart Assoc. 2025 Apr 15; 14(8):e036533. PMID: 40207501; PMCID: PMC12132858.
      Citations: 2     Fields:    Translation:Humans
    13. Rawlani M, Ieki H, Binder C, Yuan V, Chiu IM, Bhatt A, Ebinger JE, Sahashi Y, Ambrosy AP, Cheng P, Kwan AC, Cheng S, Ouyang D. Artificial Intelligence Prediction of Age from Echocardiography as a Marker for Cardiovascular Disease. medRxiv. 2025 Mar 26. PMID: 40196275; PMCID: PMC11974980.
      Citations:    
    14. Sahashi Y, Ieki H, Yuan V, Christensen M, Vukadinovic M, Binder-Rodriguez C, Rhee J, Zou JY, He B, Cheng P, Ouyang D. Artificial intelligence automation of echocardiographic measurements. medRxiv. 2025 Mar 19. PMID: 40166567; PMCID: PMC11957091.
      Citations:    
    15. Trivedi RK, Chiu IM, Hughes JW, Rogers AJ, Ouyang D. Deep learning on electrocardiogram waveforms to stratify risk of obstructive stable coronary artery disease. Eur Heart J Digit Health. 2025 May; 6(3):456-465. PMID: 40395417; PMCID: PMC12088713.
      Citations: 2     
    16. Marcinkiewicz AM, Zhang W, Shanbhag A, Miller RJH, Lemley M, Ramirez G, Buchwald M, Killekar A, Kavanagh PB, Feher A, Miller EJ, Einstein AJ, Ruddy TD, Liang JX, Builoff V, Ouyang D, Berman DS, Dey D, Slomka PJ. Holistic AI analysis of hybrid cardiac perfusion images for mortality prediction. NPJ Digit Med. 2025 Mar 13; 8(1):158. PMID: 40082599; PMCID: PMC11906890.
      Citations: 1     
    17. Nolin-Lapalme A, Sowa A, Delfrate J, Tastet O, Corbin D, Kulbay M, Ozdemir D, Noël MJ, Marois-Blanchet FC, Harvey F, Sharma S, Ansari M, Chiu IM, Dsouza V, Friedman SF, Chassé M, Potter BJ, Afilalo J, Elias PA, Jabbour G, Bahani M, Dubé MP, Boyle PM, Chatterjee NA, Barrios J, Tison GH, Ouyang D, Maddah M, Khurshid S, Cadrin-Tourigny J, Tadros R, Hussin J, Avram R. Foundation models for generalizable electrocardiogram interpretation: comparison of supervised and self-supervised electrocardiogram foundation models. medRxiv. 2025 Mar 05. PMID: 40093248; PMCID: PMC11908279.
      Citations:    
    18. Adhikari A, Wesley GV, Nguyen MB, Doan TT, Rao MY, Parthiban A, Patterson L, Adhikari K, Ouyang D, Heinle JS, Wadhwa L. Predicting Cardiac Magnetic Resonance-Derived Ejection Fraction from Echocardiogram Via Deep Learning Approach in Tetralogy of Fallot. Pediatr Cardiol. 2026 Feb; 47(2):573-584. PMID: 40038120.
      Citations:    Fields:    Translation:Humans
    19. Kwan AC, Ouyang D. Keeping Up With the Times: The Use of a Vision Transformer for Identifying Cardiac Amyloidosis. JACC Cardiovasc Imaging. 2025 Mar; 18(3):291-293. PMID: 40044321.
      Citations:    Fields:    
    20. Sahashi Y, Ouyang D, Okura H, Kagiyama N. AI-echocardiography: Current status and future direction. J Cardiol. 2025 Jun; 85(6):458-464. PMID: 40023671.
      Citations: 5     Fields:    Translation:Humans
    21. Kwan AC, Wang M, Ji H, Claggett B, Ouyang D, Trivedi HD, Sharma S, Shyy JY, Velazquez A, Ebinger JE, Cheng S. Sex-Divergent Blood Pressure Associations With Multiorgan System Metabolic Stress-Brief Report. Arterioscler Thromb Vasc Biol. 2025 Apr; 45(4):557-561. PMID: 40013361; PMCID: PMC11936467.
      Citations: 1     Fields:    Translation:Humans
    22. Spetko N, Oribabor J, Anyanwu E, Tyler TBI, Rodriguez DF, Ouyang D, Strom JB. The ImageGuideEcho Registry: Using Data Science to Understand and Improve Echocardiography. Curr Cardiol Rep. 2025 Jan 29; 27(1):41. PMID: 39878798; PMCID: PMC11779749.
      Citations:    Fields:    Translation:Humans
    23. Chang RS, Chiu IM, Tacon P, Abiragi M, Cao L, Hong G, Le J, Zou J, Daluwatte C, Ricchiuto P, Ouyang D. Detection of cardiac amyloidosis using machine learning on routine echocardiographic measurements. Open Heart. 2024 Dec 18; 11(2). PMID: 39694574; PMCID: PMC11667434.
      Citations: 1     Fields:    Translation:Humans
    24. Duffy G, Oikonomou E, Hourmozdi J, Usuku H, Patel J, Stern L, Goto S, Tsujita K, Khera R, Ahmad FS, Ouyang D. International Validation of Echocardiographic AI Amyloid Detection Algorithm. medRxiv. 2024 Dec 16. PMID: 39763545; PMCID: PMC11702730.
      Citations: 1     
    25. Chiu IM, Vukadinovic M, Sahashi Y, Cheng PP, Cheng CY, Cheng S, Ouyang D. Automated Evaluation for Pericardial Effusion and Cardiac Tamponade with Echocardiographic Artificial Intelligence. medRxiv. 2024 Dec 01. PMID: 39649606; PMCID: PMC11623744.
      Citations:    
    26. Chiu IM, Huang TY, Ouyang D, Lin WC, Pan YJ, Lu CY, Kuo KH. PACT-3D, a deep learning algorithm for pneumoperitoneum detection in abdominal CT scans. Nat Commun. 2024 11 07; 15(1):9660. PMID: 39511229; PMCID: PMC11544264.
      Citations: 1     Fields:    Translation:Humans
    27. Chiu IM, Chen TY, Zheng YC, Lin XH, Cheng FJ, Ouyang D, Cheng CY. Prospective clinical evaluation of deep learning for ultrasonographic screening of abdominal aortic aneurysms. NPJ Digit Med. 2024 Oct 15; 7(1):282. PMID: 39406888; PMCID: PMC11480325.
      Citations: 7     
    28. Sarraju A, Ouyang D. Navigating the Gray Zone: AI Decision Support to Identify Aortic Stenosis Severity. JACC Adv. 2024 Sep; 3(9):101178. PMID: 39372447; PMCID: PMC11450945.
      Citations:    
    29. Yuan V, Vukadinovic M, Kwan AC, Rader F, Li D, Ouyang D. Clinical and genetic associations of asymmetric apical and septal left ventricular hypertrophy. Eur Heart J Digit Health. 2024 Sep; 5(5):591-600. PMID: 39318696; PMCID: PMC11417484.
      Citations: 4     
    30. Vrudhula A, Stern L, Cheng PC, Ricchiuto P, Daluwatte C, Witteles R, Patel J, Ouyang D. Impact of Case and Control Selection on Training Artificial Intelligence Screening of Cardiac Amyloidosis. JACC Adv. 2024 Sep; 3(9):100998. PMID: 39372462; PMCID: PMC11450940.
      Citations: 5     
    31. Bhave S, Rodriguez V, Poterucha T, Mutasa S, Aberle D, Capaccione KM, Chen Y, Dsouza B, Dumeer S, Goldstein J, Hodes A, Leb J, Lungren M, Miller M, Monoky D, Navot B, Wattamwar K, Wattamwar A, Clerkin K, Ouyang D, Ashley E, Topkara VK, Maurer M, Einstein AJ, Uriel N, Homma S, Schwartz A, Jaramillo D, Perotte AJ, Elias P. Deep learning to detect left ventricular structural abnormalities in chest X-rays. Eur Heart J. 2024 Jun 07; 45(22):2002-2012. PMID: 38503537; PMCID: PMC11156488.
      Citations: 11     Fields:    Translation:Humans
    32. Hughes JW, Somani S, Elias P, Tooley J, Rogers AJ, Poterucha T, Haggerty CM, Salerno M, Ouyang D, Ashley E, Zou J, Perez MV. Simple models vs. deep learning in detecting low ejection fraction from the electrocardiogram. Eur Heart J Digit Health. 2024 Jul; 5(4):427-434. PMID: 39081946; PMCID: PMC11284011.
      Citations: 2     
    33. Michalowska AM, Zhang W, Shanbhag A, Miller RJ, Lemley M, Ramirez G, Buchwald M, Killekar A, Kavanagh PB, Feher A, Miller EJ, Einstein AJ, Ruddy TD, Liang JX, Builoff V, Ouyang D, Berman DS, Dey D, Slomka PJ. Holistic AI analysis of hybrid cardiac perfusion images for mortality prediction. medRxiv. 2024 Apr 24. PMID: 38712025; PMCID: PMC11071553.
      Citations:    
    34. Yuan N, Stein NR, Duffy G, Sandhu RK, Chugh SS, Chen PS, Rosenberg C, Albert CM, Cheng S, Siegel RJ, Ouyang D. Deep learning evaluation of echocardiograms to identify occult atrial fibrillation. NPJ Digit Med. 2024 Apr 13; 7(1):96. PMID: 38615104; PMCID: PMC11016113.
      Citations: 4     
    35. Elias P, Jain SS, Poterucha T, Randazzo M, Lopez Jimenez F, Khera R, Perez M, Ouyang D, Pirruccello J, Salerno M, Einstein AJ, Avram R, Tison GH, Nadkarni G, Natarajan V, Pierson E, Beecy A, Kumaraiah D, Haggerty C, Avari Silva JN, Maddox TM. Artificial Intelligence for Cardiovascular Care-Part 1: Advances: JACC Review Topic of the Week. J Am Coll Cardiol. 2024 Jun 18; 83(24):2472-2486. PMID: 38593946.
      Citations: 37     Fields:    Translation:Humans
    36. Jain SS, Elias P, Poterucha T, Randazzo M, Lopez Jimenez F, Khera R, Perez M, Ouyang D, Pirruccello J, Salerno M, Einstein AJ, Avram R, Tison GH, Nadkarni G, Natarajan V, Pierson E, Beecy A, Kumaraiah D, Haggerty C, Avari Silva JN, Maddox TM. Artificial Intelligence in Cardiovascular Care-Part 2: Applications: JACC Review Topic of the Week. J Am Coll Cardiol. 2024 Jun 18; 83(24):2487-2496. PMID: 38593945; PMCID: PMC12215878.
      Citations: 26     Fields:    Translation:Humans
    37. Poterucha TJ, Cheng S, Ouyang D. Exploring the Social Contributors to Biological Aging With Medical AI. JACC Adv. 2024 Sep; 3(9):100889. PMID: 39372463; PMCID: PMC11451070.
      Citations:    
    38. Ouyang D, Carter RE, Pellikka PA. Machine Learning in Imaging: What is JASE Looking For? J Am Soc Echocardiogr. 2024 Mar; 37(3):273-275. PMID: 38432849.
      Citations: 1     Fields:    Translation:Humans
    39. Oikonomou EK, Holste G, Yuan N, Coppi A, McNamara RL, Haynes N, Vora AN, Velazquez EJ, Li F, Menon V, Kapadia SR, Gill TM, Nadkarni GN, Krumholz HM, Wang Z, Ouyang D, Khera R. A Multimodality Video-Based AI Biomarker For Aortic Stenosis Development And Progression. medRxiv. 2024 Feb 29. PMID: 37808685; PMCID: PMC10557799.
      Citations:    
    40. Holmstrom L, Chugh H, Nakamura K, Bhanji Z, Seifer M, Uy-Evanado A, Reinier K, Ouyang D, Chugh SS. An ECG-based artificial intelligence model for assessment of sudden cardiac death risk. Commun Med (Lond). 2024 Feb 27; 4(1):17. PMID: 38413711; PMCID: PMC10899257.
      Citations: 17     
    41. Ji H, Gulati M, Huang TY, Kwan AC, Ouyang D, Ebinger JE, Casaletto K, Moreau KL, Skali H, Cheng S. Sex Differences in Association of Physical Activity With All-Cause and Cardiovascular Mortality. J Am Coll Cardiol. 2024 02 27; 83(8):783-793. PMID: 38383092; PMCID: PMC10984219.
      Citations: 89     Fields:    Translation:Humans
    42. Vrudhula A, Kwan AC, Ouyang D, Cheng S. Machine Learning and Bias in Medical Imaging: Opportunities and Challenges. Circ Cardiovasc Imaging. 2024 02; 17(2):e015495. PMID: 38377237; PMCID: PMC10883605.
      Citations: 17     Fields:    Translation:Humans
    43. Ebinger JE, Driver MP, Huang TY, Magraner J, Botting PG, Wang M, Chen PS, Bello NA, Ouyang D, Theurer J, Cheng S, Tan ZS. Blood pressure variability supersedes heart rate variability as a real-world measure of dementia risk. Sci Rep. 2024 01 22; 14(1):1838. PMID: 38246978; PMCID: PMC10800333.
      Citations: 8     Fields:    Translation:Humans
    44. Pillai B, Salerno M, Schnittger I, Cheng S, Ouyang D. Precision of Echocardiographic Measurements. J Am Soc Echocardiogr. 2024 May; 37(5):562-563. PMID: 38199333; PMCID: PMC11688108.
      Citations: 4     Fields:    Translation:Humans
    45. Steffner KR, Christensen M, Gill G, Bowdish M, Rhee J, Kumaresan A, He B, Zou J, Ouyang D. Deep learning for transesophageal echocardiography view classification. Sci Rep. 2024 01 02; 14(1):11. PMID: 38167849; PMCID: PMC10761863.
      Citations: 9     Fields:    Translation:Humans
    46. Duffy G, Christensen K, Ouyang D. Leveraging 3D Echocardiograms to Evaluate AI Model Performance in Predicting Cardiac Function on Out-of-Distribution Data. Pac Symp Biocomput. 2024; 29:39-52. PMID: 38160268; PMCID: PMC11684417.
      Citations:    Fields:    Translation:Humans
    47. Vukadinovic M, Renjith G, Yuan V, Kwan A, Cheng SC, Li D, Clarke SL, Ouyang D. Impact of Measurement Noise on Genetic Association Studies of Cardiac Function. Pac Symp Biocomput. 2024; 29:134-147. PMID: 38160275.
      Citations: 1     Fields:    Translation:Humans
    48. Sarraju A, Ouyang D, Itchhaporia D. Reply: Using ChatGPT in Statistical Analysis: Recommendations for JACC Journals. JACC Adv. 2024 Feb; 3(2):100774. PMID: 38939399; PMCID: PMC11198241.
      Citations:    
    49. Vukadinovic M, Kwan AC, Li D, Ouyang D. GANcMRI: Cardiac magnetic resonance video generation and physiologic guidance using latent space prompting. Proc Mach Learn Res. 2023 Dec; 225:594-606. PMID: 38213931; PMCID: PMC10783442.
      Citations: 1     
    50. Yuan N, Duffy G, Dhruva SS, Oesterle A, Pellegrini CN, Theurer J, Vali M, Heidenreich PA, Keyhani S, Ouyang D. Deep Learning of Electrocardiograms in Sinus Rhythm From US Veterans to Predict Atrial Fibrillation. JAMA Cardiol. 2023 12 01; 8(12):1131-1139. PMID: 37851434; PMCID: PMC10585587.
      Citations: 28     Fields:    Translation:Humans
    51. Chaudhari AS, Bluethgen C, Ouyang D. Reconsidering Conclusions of Bias Assessment in Medical Imaging Foundation Models. Radiol Artif Intell. 2023 Nov; 5(6):e230432. PMID: 38074780; PMCID: PMC10698581.
      Citations:    Fields:    
    52. Holste G, Oikonomou EK, Mortazavi BJ, Coppi A, Faridi KF, Miller EJ, Forrest JK, McNamara RL, Ohno-Machado L, Yuan N, Gupta A, Ouyang D, Krumholz HM, Wang Z, Khera R. Severe aortic stenosis detection by deep learning applied to echocardiography. Eur Heart J. 2023 11 14; 44(43):4592-4604. PMID: 37611002; PMCID: PMC11004929.
      Citations: 50     Fields:    Translation:Humans
    53. Wehbe RM, Katsaggelos AK, Hammond KJ, Hong H, Ahmad FS, Ouyang D, Shah SJ, McCarthy PM, Thomas JD. Deep Learning for Cardiovascular Imaging: A Review. JAMA Cardiol. 2023 11 01; 8(11):1089-1098. PMID: 37728933.
      Citations: 20     Fields:    Translation:Humans
    54. Kwan AC, Ebinger JE, Wei J, Le CN, Oft JR, Zabner R, Teodorescu D, Botting PG, Navarrette J, Ouyang D, Driver M, Claggett B, Weber BN, Chen PS, Cheng S. Author Correction: Apparent risks of postural orthostatic tachycardia syndrome diagnoses after COVID-19 vaccination and SARS-Cov-2 Infection. Nat Cardiovasc Res. 2023 Oct; 2(10):956. PMID: 39196259.
      Citations:    Fields:    
    55. Hughes JW, Tooley J, Torres Soto J, Ostropolets A, Poterucha T, Christensen MK, Yuan N, Ehlert B, Kaur D, Kang G, Rogers A, Narayan S, Elias P, Ouyang D, Ashley E, Zou J, Perez MV. A deep learning-based electrocardiogram risk score for long term cardiovascular death and disease. NPJ Digit Med. 2023 Sep 12; 6(1):169. PMID: 37700032; PMCID: PMC10497604.
      Citations: 24     
    56. Sarraju A, Ouyang D, Itchhaporia D. The Opportunities and Challenges of Large Language Models in Cardiology. JACC Adv. 2023 Sep; 2(7):100438. PMID: 38939505; PMCID: PMC11198078.
      Citations: 4     
    57. Sangha V, Nargesi AA, Dhingra LS, Khunte A, Mortazavi BJ, Ribeiro AH, Banina E, Adeola O, Garg N, Brandt CA, Miller EJ, Ribeiro ALP, Velazquez EJ, Giatti L, Barreto SM, Foppa M, Yuan N, Ouyang D, Krumholz HM, Khera R. Detection of Left Ventricular Systolic Dysfunction From Electrocardiographic Images. Circulation. 2023 08 29; 148(9):765-777. PMID: 37489538; PMCID: PMC10982757.
      Citations: 60     Fields:    Translation:Humans
    58. Hulsizer J, Rifkin AS, Shi Z, Wei J, Zheng SL, Helfand BT, Morgan J, Ouyang DW, Caplan MS, Xu J. Association of sickle cell trait with adverse pregnancy outcomes in a population-based cohort. Acta Obstet Gynecol Scand. 2023 08; 102(8):1100-1105. PMID: 37358249; PMCID: PMC10378004.
      Citations: 2     Fields:    Translation:Humans
    59. Nagueh SF, Klein AL, Scherrer-Crosbie M, Fine NM, Kirkpatrick JN, Forsha DE, Nicoara A, Mackensen GB, Tilkemeier PL, Doukky R, Cheema B, Adusumalli S, Hill JC, Tanguturi VK, Ouyang D, Bdoyan SB, Strom JB. A Vision for the Future of Quality in Echocardiographic Reporting: The American Society of Echocardiography ImageGuideEcho Registry, Current and Future States. J Am Soc Echocardiogr. 2023 08; 36(8):805-811. PMID: 37256252.
      Citations: 2     Fields:    Translation:Humans
    60. Holmström L, Zhang FZ, Ouyang D, Dey D, Slomka PJ, Chugh SS. Artificial Intelligence in Ventricular Arrhythmias and Sudden Death. Arrhythm Electrophysiol Rev. 2023; 12:e17. PMID: 37457439; PMCID: PMC10345967.
      Citations: 6     
    61. Holmstrom L, Christensen M, Yuan N, Weston Hughes J, Theurer J, Jujjavarapu M, Fatehi P, Kwan A, Sandhu RK, Ebinger J, Cheng S, Zou J, Chugh SS, Ouyang D. Deep learning-based electrocardiographic screening for chronic kidney disease. Commun Med (Lond). 2023 May 26; 3(1):73. PMID: 37237055; PMCID: PMC10220039.
      Citations: 13     
    62. He B, Kwan AC, Cho JH, Yuan N, Pollick C, Shiota T, Ebinger J, Bello NA, Wei J, Josan K, Duffy G, Jujjavarapu M, Siegel R, Cheng S, Zou JY, Ouyang D. Blinded, randomized trial of sonographer versus AI cardiac function assessment. Nature. 2023 04; 616(7957):520-524. PMID: 37020027; PMCID: PMC10115627.
      Citations: 99     Fields:    Translation:Humans
    63. Vukadinovic M, Kwan AC, Yuan V, Salerno M, Lee DC, Albert CM, Cheng S, Li D, Ouyang D, Clarke SL. Deep learning-enabled analysis of medical images identifies cardiac sphericity as an early marker of cardiomyopathy and related outcomes. Med. 2023 04 14; 4(4):252-262.e3. PMID: 36996817; PMCID: PMC10106428.
      Citations: 9     Fields:    Translation:Humans
    64. He B, Dash D, Duanmu Y, Tan TX, Ouyang D, Zou J. AI-ENABLED ASSESSMENT OF CARDIAC FUNCTION AND VIDEO QUALITY IN EMERGENCY DEPARTMENT POINT-OF-CARE ECHOCARDIOGRAMS. J Emerg Med. 2024 02; 66(2):184-191. PMID: 38369413.
      Citations: 6     Fields:    Translation:Humans
    65. Vukadinovic M, Renjith G, Yuan V, Kwan A, Cheng SC, Li D, Clarke SL, Ouyang D. Impact of Measurement Imprecision on Genetic Association Studies of Cardiac Function. medRxiv. 2023 Feb 18. PMID: 36824841; PMCID: PMC9949184.
      Citations:    
    66. Reddy CD, Lopez L, Ouyang D, Zou JY, He B. Video-Based Deep Learning for Automated Assessment of Left Ventricular Ejection Fraction in Pediatric Patients. J Am Soc Echocardiogr. 2023 05; 36(5):482-489. PMID: 36754100.
      Citations: 26     Fields:    Translation:Humans
    67. Gershengorn HB, Vranas KC, Ouyang D, Cheng S, Rogers AJ, Schweiger L, Cooke CR, Slatore CG. Influence of the COVID-19 Pandemic on Author Sex and Manuscript Acceptance Rates among Pulmonary and Critical Care Journals. Ann Am Thorac Soc. 2023 02; 20(2):215-225. PMID: 35588358; PMCID: PMC9989859.
      Citations: 5     Fields:    Translation:HumansPHPublic Health
    68. Joshi M, Melo DP, Ouyang D, Slomka PJ, Williams MC, Dey D. Current and Future Applications of Artificial Intelligence in Cardiac CT. Curr Cardiol Rep. 2023 03; 25(3):109-117. PMID: 36708505.
      Citations: 7     Fields:    Translation:Humans
    69. Yuan N, Oesterle A, Botting P, Chugh S, Albert C, Ebinger J, Ouyang D. High-Throughput Assessment of Real-World Medication Effects on QT Interval Prolongation: Observational Study. JMIR Cardio. 2023 Jan 20; 7:e41055. PMID: 36662566; PMCID: PMC9898836.
      Citations: 2     Fields:    
    70. Yuan N, Kwan AC, Duffy G, Theurer J, Chen JH, Nieman K, Botting P, Dey D, Berman DS, Cheng S, Ouyang D. Prediction of Coronary Artery Calcium Using Deep Learning of Echocardiograms. J Am Soc Echocardiogr. 2023 05; 36(5):474-481.e3. PMID: 36566995; PMCID: PMC10164107.
      Citations: 13     Fields:    Translation:Humans
    71. Duffy G, Clarke SL, Christensen M, He B, Yuan N, Cheng S, Ouyang D. Confounders mediate AI prediction of demographics in medical imaging. NPJ Digit Med. 2022 Dec 22; 5(1):188. PMID: 36550271; PMCID: PMC9780355.
      Citations: 21     
    72. Kwan AC, Ebinger JE, Wei J, Le CN, Oft JR, Zabner R, Teodorescu D, Botting PG, Navarrette J, Ouyang D, Driver M, Claggett B, Weber BN, Chen PS, Cheng S. Apparent Risks of Postural Orthostatic Tachycardia Syndrome Diagnoses After COVID-19 Vaccination and SARS-Cov-2 Infection. Nat Cardiovasc Res. 2022 Dec; 1(12):1187-1194. PMID: 37303827; PMCID: PMC10254901.
      Citations: 36     Fields:    
    73. Kwan A, Demosthenes E, Salto G, Ouyang D, Nguyen T, Nwabuo CC, Luong E, Hoang A, Osypiuk E, Stantchev P, Kim EH, Hiremath P, Li D, Vasan R, Xanthakis V, Cheng S. Cardiac microstructural alterations measured by echocardiography identify sex-specific risk for heart failure. Heart. 2022 10 28; 108(22):1800-1806. PMID: 35680379; PMCID: PMC9626911.
      Citations: 3     Fields:    Translation:Humans
    74. Kwan AC, Sun N, Driver M, Botting P, Navarrette J, Ouyang D, Hussain SK, Noureddin M, Li D, Ebinger JE, Berman DS, Cheng S. Cardiovascular and hepatic disease associations by magnetic resonance imaging: A retrospective cohort study. Front Cardiovasc Med. 2022; 9:1009474. PMID: 36324754; PMCID: PMC9618632.
      Citations: 1     
    75. Chen H, Ouyang D, Baykaner T, Jamal F, Cheng P, Rhee JW. Artificial intelligence applications in cardio-oncology: Leveraging high dimensional cardiovascular data. Front Cardiovasc Med. 2022; 9:941148. PMID: 35958422; PMCID: PMC9360492.
      Citations: 11     
    76. Ouyang D, Hiesinger W, Langlotz C. Deep Learning Preoperative Risk Stratification. Ann Thorac Surg. 2023 01; 115(1):264-265. PMID: 35661716.
      Citations:    Fields:    Translation:Humans
    77. Soto JT, Weston Hughes J, Sanchez PA, Perez M, Ouyang D, Ashley EA. Multimodal deep learning enhances diagnostic precision in left ventricular hypertrophy. Eur Heart J Digit Health. 2022 Sep; 3(3):380-389. PMID: 36712167; PMCID: PMC9707995.
      Citations: 28     
    78. Ebinger JE, Driver M, Ouyang D, Botting P, Ji H, Rashid MA, Blyler CA, Bello NA, Rader F, Niiranen TJ, Albert CM, Cheng S. Variability independent of mean blood pressure as a real-world measure of cardiovascular risk. EClinicalMedicine. 2022 Jun; 48:101442. PMID: 35706499; PMCID: PMC9112125.
      Citations: 22     
    79. Popescu DM, Shade JK, Lai C, Aronis KN, Ouyang D, Moorthy MV, Cook NR, Lee DC, Kadish A, Albert CM, Wu KC, Maggioni M, Trayanova NA. Author Correction: Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart. Nat Cardiovasc Res. 2022 May; 1(5):532. PMID: 39195951; PMCID: PMC11358019.
      Citations:    Fields:    
    80. Ouyang D, Cheng S. Revival and Revision of Right Ventricular Assessment by Machine Learning. JACC Cardiovasc Imaging. 2022 05; 15(5):780-782. PMID: 35512950; PMCID: PMC9839432.
      Citations: 1     Fields:    Translation:Humans
    81. Ouyang D, Cheng S. Extracting More From Less: A New Frontier for High-Throughput Clinical Phenotyping. Circ Cardiovasc Qual Outcomes. 2022 06; 15(6):e009055. PMID: 35477258; PMCID: PMC9714772.
      Citations:    Fields:    Translation:Humans
    82. Popescu DM, Shade JK, Lai C, Aronis KN, Ouyang D, Moorthy MV, Cook NR, Lee DC, Kadish A, Albert CM, Wu KC, Maggioni M, Trayanova NA. Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart. Nat Cardiovasc Res. 2022 Apr; 1(4):334-343. PMID: 35464150; PMCID: PMC9022904.
      Citations: 31     Fields:    
    83. Kwan AC, Salto G, Nguyen TT, Kim EH, Luong E, Hiremath P, Ouyang D, Ebinger JE, Li D, Berman DS, Kittleson MM, Kobashigawa JA, Patel JK, Cheng S. Cardiac microstructural alterations in immune-inflammatory myocardial disease: a retrospective case-control study. Cardiovasc Ultrasound. 2022 Apr 04; 20(1):9. PMID: 35369883; PMCID: PMC8978375.
      Citations:    Fields:    Translation:Humans
    84. Phelps AJD, Bisson CM, Ouyang DW. A Case of Dropped Beats: Management of a Common Fetal Arrhythmia. Neoreviews. 2022 04 01; 23(4):e272-e278. PMID: 35362039.
      Citations:    Fields:    Translation:Humans
    85. Duffy G, Cheng PP, Yuan N, He B, Kwan AC, Shun-Shin MJ, Alexander KM, Ebinger J, Lungren MP, Rader F, Liang DH, Schnittger I, Ashley EA, Zou JY, Patel J, Witteles R, Cheng S, Ouyang D. High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy With Cardiovascular Deep Learning. JAMA Cardiol. 2022 04 01; 7(4):386-395. PMID: 35195663; PMCID: PMC9008505.
      Citations: 86     Fields:    Translation:Humans
    86. Ji H, Kwan AC, Chen MT, Ouyang D, Ebinger JE, Bell SP, Niiranen TJ, Bello NA, Cheng S. Sex Differences in Myocardial and Vascular Aging. Circ Res. 2022 02 18; 130(4):566-577. PMID: 35175845; PMCID: PMC8863105.
      Citations: 76     Fields:    Translation:Humans
    87. Kwan AC, Wei J, Lee BP, Luong E, Salto G, Nguyen TT, Botting PG, Liu Y, Ouyang D, Ebinger JE, Li D, Noureddin M, Thomson L, Berman DS, Merz CNB, Cheng S. Subclinical hepatic fibrosis is associated with coronary microvascular dysfunction by myocardial perfusion reserve index: a retrospective cohort study. Int J Cardiovasc Imaging. 2022 Jul; 38(7):1579-1586. PMID: 35107770; PMCID: PMC9343468.
      Citations: 2     Fields:    
    88. Kwan AC, Yuan N, Ouyang D. Predicting the Future With Wearable Technology. JACC Asia. 2021 Dec; 1(3):409-410. PMID: 36341211; PMCID: PMC9627905.
      Citations: 1     
    89. Ouyang D, Albert CM. Leveraging Large Clinical Data Sets for Artificial Intelligence in Medicine. JAMA Cardiol. 2021 11 01; 6(11):1296-1297. PMID: 34347003.
      Citations: 1     Fields:    Translation:Humans
    90. Hughes JW, Yuan N, He B, Ouyang J, Ebinger J, Botting P, Lee J, Theurer J, Tooley JE, Nieman K, Lungren MP, Liang DH, Schnittger I, Chen JH, Ashley EA, Cheng S, Ouyang D, Zou JY. Deep learning evaluation of biomarkers from echocardiogram videos. EBioMedicine. 2021 Nov; 73:103613. PMID: 34656880; PMCID: PMC8524103.
      Citations: 25     Fields:    Translation:Humans
    91. Ouyang D, Thomas JD. Characterizing Mitral Regurgitation With Precision Phenotyping and Unsupervised Learning. JACC Cardiovasc Imaging. 2021 12; 14(12):2301-2302. PMID: 34419406.
      Citations: 3     Fields:    Translation:Humans
    92. Kwan AC, Salto G, Cheng S, Ouyang D. Artificial Intelligence in Computer Vision: Cardiac MRI and Multimodality Imaging Segmentation. Curr Cardiovasc Risk Rep. 2021 Sep; 15(9). PMID: 35693045; PMCID: PMC9187294.
      Citations: 6     
    93. Vasti EC, Ouyang D, Ngo S, Sarraju A, Harrington RA, Rodriguez F. Gender Disparities in Cardiology-Related COVID-19 Publications. Cardiol Ther. 2021 Dec; 10(2):593-598. PMID: 34268712; PMCID: PMC8280580.
      Citations:    
    94. Ebinger J, Wells M, Ouyang D, Davis T, Kaufman N, Cheng S, Chugh S. A Machine Learning Algorithm Predicts Duration of hospitalization in COVID-19 patients. Intell Based Med. 2021; 5:100035. PMID: 34075366; PMCID: PMC8156835.
      Citations: 11     
    95. de Los Reyes S, Dude A, Adams M, Castille D, Ouyang DW, Plunkett BA. The Association between Maternal Body Mass Index and the Risk of Perinatal Depression. Am J Perinatol. 2023 01; 40(2):222-226. PMID: 33946112.
      Citations: 4     Fields:    Translation:Humans
    96. Wu E, Wu K, Daneshjou R, Ouyang D, Ho DE, Zou J. How medical AI devices are evaluated: limitations and recommendations from an analysis of FDA approvals. Nat Med. 2021 04; 27(4):582-584. PMID: 33820998.
      Citations: 166     Fields:    
    97. Daneshjou R, He B, Ouyang D, Zou JY. How to evaluate deep learning for cancer diagnostics - factors and recommendations. Biochim Biophys Acta Rev Cancer. 2021 04; 1875(2):188515. PMID: 33513392; PMCID: PMC8068597.
      Citations: 13     Fields:    Translation:Humans
    98. Suresh SC, MacGregor CA, Ouyang DW. Urgent Cesarean Delivery Following Nonstress Test in a Patient with COVID-19 and Pregestational Diabetes. Neoreviews. 2020 09; 21(9):e625-e630. PMID: 32873658.
      Citations: 1     Fields:    Translation:HumansCellsPHPublic Health
    99. Ouyang D, He B, Ghorbani A, Yuan N, Ebinger J, Langlotz CP, Heidenreich PA, Harrington RA, Liang DH, Ashley EA, Zou JY. Video-based AI for beat-to-beat assessment of cardiac function. Nature. 2020 04; 580(7802):252-256. PMID: 32269341; PMCID: PMC8979576.
      Citations: 315     Fields:    Translation:Humans
    100. Masse NM, Kuchta K, Plunkett BA, Ouyang DW. Complications associated with second trimester inductions of labor requiring greater than five doses of misoprostol. Contraception. 2020 01; 101(1):53-55. PMID: 31655074.
      Citations: 1     Fields:    Translation:Humans
    101. Tooley J, Ouyang D, Hadley D, Turakhia M, Wang P, Ashley E, Froelicher V, Perez M. Comparison of QT Interval Measurement Methods and Correction Formulas in Atrial Fibrillation. Am J Cardiol. 2019 06 01; 123(11):1822-1827. PMID: 30961909.
      Citations: 16     Fields:    Translation:Humans
    102. Shanes E, Propst L, Ouyang DW, Ernst LM. Recurrent Non Immune Fetal Hydrops Associated With IPEX Syndrome. Pediatr Dev Pathol. 2019 Oct; 22(5):465-471. PMID: 30813833.
      Citations: 5     Fields:    Translation:Humans
    103. Meram MK, Pederson TS, Ouyang DW. Strip of the Month: Recurrent Late Decelerations in a Patient with HELLP Syndrome. Neoreviews. 2019 01; 20(1):e48-e55. PMID: 31261075.
      Citations:    Fields:    Translation:Humans
    104. Ouyang D, Chen JH, Krishnan G, Hom J, Witteles R, Chi J. Patient Outcomes when Housestaff Exceed 80 Hours per Week. Am J Med. 2016 09; 129(9):993-999.e1. PMID: 27103047; PMCID: PMC4996740.
      Citations: 11     Fields:    Translation:Humans
    105. Lopes Perdigao J, Straub H, Zhou Y, Gonzalez A, Ismail M, Ouyang DW. Perinatal and obstetric outcomes of dichorionic vs trichorionic triplet pregnancies. Am J Obstet Gynecol. 2016 May; 214(5):659.e1-5. PMID: 26608832.
      Citations: 5     Fields:    Translation:Humans
    106. Haymon L, Simi E, Moyer K, Aufox S, Ouyang DW. Clinical implementation of noninvasive prenatal testing among maternal fetal medicine specialists. Prenat Diagn. 2014 May; 34(5):416-23. PMID: 24375317.
      Citations: 14     Fields:    Translation:Humans
    107. Facco FL, Ouyang DW, Zee PC, Grobman WA. Sleep disordered breathing in a high-risk cohort prevalence and severity across pregnancy. Am J Perinatol. 2014 Nov; 31(10):899-904. PMID: 24515622; PMCID: PMC4531051.
      Citations: 39     Fields:    Translation:Humans
    108. Facco FL, Ouyang DW, Zee PC, Strohl AE, Gonzalez AB, Lim C, Grobman WA. Implications of sleep-disordered breathing in pregnancy. Am J Obstet Gynecol. 2014 Jun; 210(6):559.e1-6. PMID: 24373947; PMCID: PMC4511595.
      Citations: 25     Fields:    Translation:Humans
    109. Facco FL, Ouyang DW, Zee PC, Grobman WA. Development of a pregnancy-specific screening tool for sleep apnea. J Clin Sleep Med. 2012 Aug 15; 8(4):389-94. PMID: 22893769; PMCID: PMC3407257.
      Citations: 61     Fields:    Translation:Humans
    110. Lipskind S, Loanzon S, Simi E, Ouyang DW. Hyperammonemic coma in an ornithine transcarbamylase mutation carrier following antepartum corticosteroids. J Perinatol. 2011 Oct; 31(10):682-4. PMID: 21956151.
      Citations: 11     Fields:    Translation:Humans
    111. Ouyang DW, Khairy P, Fernandes SM, Landzberg MJ, Economy KE. Obstetric outcomes in pregnant women with congenital heart disease. Int J Cardiol. 2010 Oct 08; 144(2):195-9. PMID: 19411123.
      Citations: 14     Fields:    Translation:Humans
    112. Khairy P, Ouyang DW, Fernandes SM, Lee-Parritz A, Economy KE, Landzberg MJ. Pregnancy outcomes in women with congenital heart disease. Circulation. 2006 Jan 31; 113(4):517-24. PMID: 16449731.
      Citations: 94     Fields:    Translation:Humans
    113. Salerno CT, Pederson TS, Ouyang DW, Bolman RM, Bianco RW. Chronic evaluation of orthotopically implanted bileaflet mechanical aortic valves in adult domestic sheep. J Invest Surg. 1998 Sep-Oct; 11(5):341-7. PMID: 9827651.
      Citations: 5     Fields:    Translation:Animals
    114. Salerno CT, Ouyang DW, Pederson TS, Larson DM, Shake JP, Johnson EM, Maddaus MA. Surgical therapy for pulmonary aspergillosis in immunocompromised patients. Ann Thorac Surg. 1998 May; 65(5):1415-9. PMID: 9594877.
      Citations: 16     Fields:    Translation:HumansCells
    115. Ouyang DW, Salerno CT, Pederson TS, Bolman RM, Bianco RW. Long-term evaluation of orthotopically implanted stentless bioprosthetic aortic valves in juvenile sheep. J Invest Surg. 1998 May-Jun; 11(3):175-83. PMID: 9743485.
      Citations: 5     Fields:    Translation:Animals
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