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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. Yuan V, Ieki H, Sandhu A, Nguyen LH, Cheng PP, Chang ST, Ambrosy AP, Kwan AC, Go AS, Cheng S, Ouyang D. Deep learning-enabled screening of chronic kidney disease from echocardiography. Med. 2026 Sep 18; 101296. PMID: 42759502.
      Citations:    
    2. Sahashi Y, Mishell J, Ouyang D. The Opportunities and Challenges in AI Opportunistic Disease Detection in General Populations. J Am Coll Cardiol. 2026 Aug 18; 88(7):765-767. PMID: 42615443.
      Citations:    
    3. Lee KK, Kumar N, Eusuff S, Vukadinovic M, Ieki H, Moore MJ, Ambrosy AP, Go AS, Jang J, Dinh H, Ku IA, Liu V, Ouyang D, Claggett B, He B. AI echo INSIGHT study: A prospective blinded randomized trial of artificial intelligence echocardiogram interpretation. Contemp Clin Trials. 2026 Oct; 169:108431. PMID: 42571809.
      Citations:    
    4. Shi Z, Cheng H, Qi Z, Shan C, Taub CC, Ouyang D, Lee C, Chen R, Du Y, Weng H, Chen Y, Qian S, Guo G, Wang X, Xu D, Luo S, Yao J. A Clinically Interpretable Artificial Intelligence System for Real-Time Quality Control of Transthoracic Echocardiography: Development, Validation, and Deployment. J Am Soc Echocardiogr. 2026 Sep; 39(9):875-886. PMID: 42372803.
      Citations:    Fields:    
    5. Sahashi Y, Choi D, Ieki H, Vukadinovic M, Rawlani M, He B, Kwan AC, Cheng S, Ouyang D. Multi-task artificial intelligence annotation of echocardiographic images: a retrospective multi-cohort study. medRxiv. 2026 Jun 25. PMID: 42396278; PMCID: PMC13321170.
      Citations:    
    6. Modi D, Kim J, Ye A, Eusuff S, Ieki H, Ambrosy AP, Kwan AC, He B, Zou J, Cheng S, Ashley E, Ouyang D. Artificial Intelligence-Enabled Cardiac Function Estimation from Phone Videos of Echocardiograms. medRxiv. 2026 Jun 22. PMID: 42396295; PMCID: PMC13321176.
      Citations:    
    7. Yuan V, Ieki H, Binder C, Sahashi Y, Cheng PC, Ouyang D. Detection of Left Ventricular Outflow Obstruction From Standard B-Mode Echocardiogram Videos Using Deep Learning. JACC Adv. 2026 Jun; 5(6 Pt 2):102801. PMID: 42312785; PMCID: PMC13308249.
      Citations:    
    8. Thadani SR, Go AS, Liu JY, Parikh RV, Garcia EA, Cespedes Feliciano EM, Bhatt AS, Adatya S, Kwan ML, Lin AY, Liu R, Lopez A, Nugent JR, Ouyang D, Yen AH, Zaroff JG, Ambrosy AP. Real-world incidence of cancer therapy-related cardiac dysfunction in a large, diverse, and contemporary cohort. ESC Heart Fail. 2026 05 05; 13(3). PMID: 42063389; PMCID: PMC13228995.
      Citations:    Fields:    Translation:Humans
    9. Ieki H, Sahashi Y, Vukadinovic M, Rawlani M, Kim I, Ambrosy AP, Go AS, He B, Cheng P, Ouyang D. Automated Phenotyping of Mitral Stenosis Using Deep Learning. medRxiv. 2026 Mar 04. PMID: 41867211; PMCID: PMC13004089.
      Citations:    
    10. Patel S, Sun K, Go AS, Girouard MP, Liu JY, Parikh RV, Tan TC, Lee ES, 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. Clinical risk prediction models for worsening heart failure events and all-cause mortality in adults with mild-to-moderate chronic kidney disease. ESC Heart Fail. 2026 Feb 03; 13(1). PMID: 41711733; PMCID: PMC13108284.
      Citations:    Fields:    Translation:Humans
    11. Yuan V, Ieki H, Sandhu A, Nguyen LH, Cheng PP, Chang ST, Ambrosy AP, Kwan AC, Go AS, Cheng S, Ouyang D. Deep Learning-Enabled Screening of Chronic Kidney Disease from Echocardiography. medRxiv. 2026 Feb 03. PMID: 41674580; PMCID: PMC12889758.
      Citations:    
    12. Duong SQ, Vaid A, Jiang P, Bitterman Y, Krishnamurthy Y, Chiu IM, Finer J, Cleary B, Glicksberg BS, Garg R, DiLorenzo M, Friedberg M, Zahn E, Lewis M, Satzer M, Ouyang D, Elias P, Geva T, Ghelani S, Anderson BR, Zaidi A, Wald RM, Nadkarni GN, Mayourian J. Development and multicentre validation of an artificial intelligence electrocardiogram model for ventricular remodeling in repaired tetralogy of Fallot. Eur Heart J Digit Health. 2026 Mar; 7(2):ztag015. PMID: 41695565; PMCID: PMC12902437.
      Citations:    
    13. Tokodi M, He B, Szijártó Á, Ferencz A, Shiida K, Tolvaj M, Fábián A, Vukadinovic M, Merkely B, Cheng S, Hung CL, Kovács A, Ouyang D. Artificial Intelligence-Enabled Echocardiographic Assessment of Right Ventricular Function. medRxiv. 2026 Jan 22. PMID: 41646670; PMCID: PMC12870684.
      Citations:    
    14. Sahashi Y, Ouyang D. REPLY: Do Performance Metrics for Echocardiographic AI Reflect Clinical Reality? J Am Coll Cardiol. 2026 Jun 09; 87(22):e1713. PMID: 41532940.
      Citations:    Fields:    
    15. Orr ORP, Navarro VM, Wasserman EA, Ouyang D. Categorization of echocardiograms by humans and pigeons. Front Psychol. 2025; 16:1680346. PMID: 41583745; PMCID: PMC12827666.
      Citations:    
    16. Bandyopadhyay S, Chiu IM, Ansari R, Liu S, Hughes JW, Perino AC, Bhatia NK, Ouyang D, Ashley EA, Perez MV, Zou J, Narayan SM, Rogers AJ. Long-term, ambulatory 12-lead ECG from a single non-standard lead using perceptual reconstruction. medRxiv. 2025 Dec 19. PMID: 41445642; PMCID: PMC12724160.
      Citations:    
    17. Yuan V, Lee K, Ambrosy AP, Ouyang D, Ieki H. Current State of Artificial Intelligence in Assessing Cardiac Function. Curr Cardiol Rep. 2025 Nov 27; 27(1):158. PMID: 41307845.
      Citations: 1     Fields:    Translation:Humans
    18. Rawlani M, Ieki H, Binder C, Yuan V, Chiu IM, Bhatt A, Ebinger JE, Sahashi Y, Ambrosy AP, Usuku H, Tsujita K, Cheng P, Kwan AC, Cheng S, Ouyang D. Artificial intelligence prediction of age from echocardiography as a marker for cardiovascular disease. NPJ Digit Med. 2025 Nov 18; 8(1):688. PMID: 41254301; PMCID: PMC12627499.
      Citations:    
    19. Leuchter RK, Turner WB, Ouyang D. Evaluating Translational AI: A Two-Way Moving Target Problem. NEJM AI. 2025 Dec; 2(12). PMID: 41613162; PMCID: PMC12851562.
      Citations:    
    20. Vukadinovic M, Chiu IM, Tang X, Yuan N, Chen TY, Cheng P, Li D, Cheng S, He B, Ouyang D. Comprehensive echocardiogram evaluation with view primed vision language AI. Nature. 2026 Feb; 650(8103):970-977. PMID: 41219498; PMCID: PMC12935550.
      Citations: 5     Fields:    
    21. Angus DC, Khera R, Lieu T, Liu V, Ahmad FS, Anderson B, Bhavani SV, Bindman A, Brennan T, Celi LA, Chen F, Cohen IG, Denniston A, Desai S, Embí P, Faisal A, Ferryman K, Gerhart J, Gross M, Hernandez-Boussard T, Howell M, Johnson K, Lee K, Liu X, Lomis K, London AJ, Longhurst CA, Mandl KD, McGlynn E, Mello MM, Munoz F, Ohno-Machado L, Ouyang D, Perlis R, Phillips A, Rhew D, Ross JS, Saria S, Schwamm L, Seymour CW, Shah NH, Shah R, Singh K, Solomon M, Spates K, Spector-Bagdady K, Wang T, Gichoya JW, Weinstein J, Wiens J, Bibbins-Domingo K, JAMA Summit on AI. AI, Health, and Health Care Today and Tomorrow: The JAMA Summit Report on Artificial Intelligence. JAMA. 2025 11 11; 334(18):1650-1664. PMID: 41082366.
      Citations: 19     Fields:    Translation:Humans
    22. Ansari RA, Bandyopadhyay S, Trivedi RK, Brennan KA, Liu X, Ganesan P, Hughes JW, Perino AC, Ashley EA, Wang PJ, Coleman T, Perez MV, Ouyang D, Narayan SM, Rogers AJ. Deep Learning-Based Continuous QT Monitoring to Identify High-Risk Prolongation Events After Class III Antiarrhythmic Initiation. Circulation. 2026 Jan 06; 153(1):35-46. PMID: 41460938; PMCID: PMC13155491.
      Citations:    Fields:    Translation:Humans
    23. Chiu IM, Sahashi Y, Torbati SS, Chugh SS, Ouyang D. Factors associated with physician modifications to automated ECG interpretations. Eur Heart J Digit Health. 2026 Jan; 7(1):ztaf119. PMID: 41574034; PMCID: PMC12821064.
      Citations:    
    24. Vrudhula A, Ouyang D. Pathway to Risk Stratification in Tricuspid Regurgitation-Reply. JAMA Cardiol. 2025 Nov 01; 10(11):1226-1227. PMID: 40991258.
      Citations: 1     Fields:    
    25. Ye L, 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. Worsening heart failure events in adults with mild-to-moderate chronic kidney disease. Am Heart J. 2026 Feb; 292:107290. PMID: 41110741.
      Citations:    Fields:    Translation:Humans
    26. Ieki H, Sahashi Y, Vukadinovic M, Rawlani M, Binder C, Yuan N, Ambrosy AP, Go AS, Chen W, Lee MS, He B, Cheng P, Ouyang D. Comprehensive aortic stenosis characterization using multi-view deep learning. medRxiv. 2025 Sep 29. PMID: 41256129; PMCID: PMC12622131.
      Citations:    
    27. Chiu IM, Sahashi Y, Vukadinovic M, Cheng PP, Cheng S, Ouyang D. Automated evaluation for pericardial effusion and cardiac tamponade with echocardiographic artificial intelligence. Eur Heart J Digit Health. 2025 Nov; 6(6):1216-1222. PMID: 41267844; PMCID: PMC12629644.
      Citations:    
    28. 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: 2     
    29. 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. J Am Coll Cardiol. 2025 Sep 30; 86(13):964-978. PMID: 40914895.
      Citations: 8     Fields:    Translation:Humans
    30. 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:    
    31. Poterucha TJ, Jing L, Ricart RP, Adjei-Mosi M, Finer J, Hartzel D, Kelsey C, Long A, Rocha D, Ruhl JA, vanMaanen D, Probst MA, Daniels B, Joshi SD, Tastet O, Corbin D, Avram R, Barrios JP, Tison GH, Chiu IM, Ouyang D, Volodarskiy A, Castillo M, Roedan Oliver FA, Malta PP, Ye S, Rosner GF, Dizon JM, Ali SR, Liu Q, Bradley CK, Vaishnava P, Waksmonski CA, DeFilippis EM, Agarwal V, Lebehn M, Kampaktsis PN, Shames S, Beecy AN, Kumaraiah D, Homma S, Schwartz A, Hahn RT, Leon M, Einstein AJ, Maurer MS, Hartman HS, Hughes JW, Haggerty CM, Elias P. Detecting structural heart disease from electrocardiograms using AI. Nature. 2025 08; 644(8075):221-230. PMID: 40670798; PMCID: PMC12328201.
      Citations: 23     Fields:    Translation:Humans
    32. 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     
    33. 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:    
    34. 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 06 01; 10(6):595-602. PMID: 40238103; PMCID: PMC12004246.
      Citations: 6     Fields:    Translation:Humans
    35. 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
    36. 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:    
    37. 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 05 14; 12(1). PMID: 40374277; PMCID: PMC12083331.
      Citations:    Fields:    Translation:Humans
    38. 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 05 20; 14(10):e040641. PMID: 40357662; PMCID: PMC12184549.
      Citations: 2     Fields:    Translation:Humans
    39. 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:    
    40. 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:    
    41. 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 04 15; 14(8):e036533. PMID: 40207501; PMCID: PMC12132858.
      Citations: 3     Fields:    Translation:Humans
    42. 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:    
    43. 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:    
    44. 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     
    45. 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: 2     
    46. 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:    
    47. 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
    48. 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:    
    49. Sahashi Y, Ouyang D, Okura H, Kagiyama N. AI-echocardiography: Current status and future direction. J Cardiol. 2025 06; 85(6):458-464. PMID: 40023671.
      Citations: 6     Fields:    Translation:Humans
    50. 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 04; 45(4):557-561. PMID: 40013361; PMCID: PMC11936467.
      Citations: 2     Fields:    Translation:Humans
    51. Sahashi Y, Vukadinovic M, Amrollahi F, Trivedi H, Rhee J, Chen J, Cheng S, Ouyang D, Kwan AC. Opportunistic Screening of Chronic Liver Disease with Deep-Learning-Enhanced Echocardiography. NEJM AI. 2025 Mar; 2(3). PMID: 41048339; PMCID: PMC12493085.
      Citations: 2     
    52. 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
    53. 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 12 18; 11(2). PMID: 39694574; PMCID: PMC11667434.
      Citations: 2     Fields:    Translation:Humans
    54. 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     
    55. 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: 1     
    56. 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: 2     Fields:    Translation:Humans
    57. 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: 9     
    58. Chiu IM, Wu PJ, Zhang H, Hughes JW, Rogers AJ, Jalilian L, Perez M, Lin CR, Lee CT, Zou J, Ouyang D. Serum Potassium Monitoring Using AI-Enabled Smartwatch Electrocardiograms. JACC Clin Electrophysiol. 2024 12; 10(12):2644-2654. PMID: 39387744; PMCID: PMC13549449.
      Citations: 11     Fields:    Translation:Humans
    59. 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:    
    60. Vrudhula A, Duffy G, Vukadinovic M, Liang D, Cheng S, Ouyang D. High-Throughput Deep Learning Detection of Mitral Regurgitation. Circulation. 2024 Sep 17; 150(12):923-933. PMID: 39129623; PMCID: PMC11404758.
      Citations: 26     Fields:    Translation:Humans
    61. 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     
    62. Sahashi Y, Vukadinovic M, Amrollahi F, Trivedi H, Rhee J, Chen J, Cheng S, Ouyang D, Kwan AC. Opportunistic Screening of Chronic Liver Disease with Deep Learning Enhanced Echocardiography. medRxiv. 2024 Jun 14. PMID: 38947008; PMCID: PMC11213089.
      Citations:    
    63. 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: 6     
    64. 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: 13     Fields:    Translation:Humans
    65. Oikonomou EK, Holste G, Yuan N, Coppi A, McNamara RL, Haynes NA, Vora AN, Velazquez EJ, Li F, Menon V, Kapadia SR, Gill TM, Nadkarni GN, Krumholz HM, Wang Z, Ouyang D, Khera R. A Multimodal Video-Based AI Biomarker for Aortic Stenosis Development and Progression. JAMA Cardiol. 2024 06 01; 9(6):534-544. PMID: 38581644; PMCID: PMC10999005.
      Citations: 28     Fields:    Translation:Humans
    66. Christensen M, Vukadinovic M, Yuan N, Ouyang D. Vision-language foundation model for echocardiogram interpretation. Nat Med. 2024 05; 30(5):1481-1488. PMID: 38689062; PMCID: PMC11108770.
      Citations: 59     Fields:    Translation:Humans
    67. 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: 3     
    68. 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:    
    69. 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 Echocardiography Videos. medRxiv. 2024 Apr 19. PMID: 38699330; PMCID: PMC11065018.
      Citations:    
    70. 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: 5     
    71. 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 06 18; 83(24):2472-2486. PMID: 38593946.
      Citations: 40     Fields:    Translation:Humans
    72. 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 06 18; 83(24):2487-2496. PMID: 38593945; PMCID: PMC12215878.
      Citations: 27     Fields:    Translation:Humans
    73. Kwan AC, Chang EW, Jain I, Theurer J, Tang X, Francisco N, Haddad F, Liang D, Fábián A, Ferencz A, Yuan N, Merkely B, Siegel R, Cheng S, Kovács A, Tokodi M, Ouyang D. Deep Learning-Derived Myocardial Strain. JACC Cardiovasc Imaging. 2024 Jul; 17(7):715-725. PMID: 38551533.
      Citations: 22     Fields:    Translation:Humans
    74. 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:    
    75. Ouyang D, Carter RE, Pellikka PA. Machine Learning in Imaging: What is JASE Looking For? J Am Soc Echocardiogr. 2024 03; 37(3):273-275. PMID: 38432849.
      Citations: 1     Fields:    Translation:Humans
    76. 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:    
    77. 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: 18     
    78. 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: 98     Fields:    Translation:Humans
    79. 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: 19     Fields:    Translation:Humans
    80. 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
    81. Pillai B, Salerno M, Schnittger I, Cheng S, Ouyang D. Precision of Echocardiographic Measurements. J Am Soc Echocardiogr. 2024 05; 37(5):562-563. PMID: 38199333; PMCID: PMC11688108.
      Citations: 5     Fields:    Translation:Humans
    82. 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: 12     Fields:    Translation:Humans
    83. 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
    84. 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:    Fields:    Translation:Humans
    85. 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:    
    86. Ouyang D, Theurer J, Stein NR, Hughes JW, Elias P, He B, Yuan N, Duffy G, Sandhu RK, Ebinger J, Botting P, Jujjavarapu M, Claggett B, Tooley JE, Poterucha T, Chen JH, Nurok M, Perez M, Perotte A, Zou JY, Cook NR, Chugh SS, Cheng S, Albert CM. Electrocardiographic deep learning for predicting post-procedural mortality: a model development and validation study. Lancet Digit Health. 2024 01; 6(1):e70-e78. PMID: 38065778; PMCID: PMC13184298.
      Citations: 21     Fields:    Translation:Humans
    87. 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     
    88. 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
    89. 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:    
    90. 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: 55     Fields:    Translation:Humans
    91. 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: 21     Fields:    Translation:Humans
    92. 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:    
    93. 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: 26     
    94. 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     
    95. 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: 68     Fields:    Translation:Humans
    96. 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
    97. 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
    98. 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     
    99. 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: 15     
    100. 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: 106     Fields:    Translation:Humans
    101. 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
    102. 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: 7     Fields:    Translation:Humans
    103. 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:    
    104. 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: 27     Fields:    Translation:Humans
    105. 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
    106. 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
    107. 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:    
    108. 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: 14     Fields:    Translation:Humans
    109. 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: 22     
    110. 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:    
    111. 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: 4     Fields:    Translation:Humans
    112. 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     
    113. 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: 12     
    114. 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
    115. 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: 29     
    116. 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: 26     
    117. 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:    
    118. 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
    119. 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
    120. 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: 33     Fields:    
    121. 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
    122. 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
    123. 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: 94     Fields:    Translation:Humans
    124. 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: 86     Fields:    Translation:Humans
    125. 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:    
    126. Duffy G, Jain I, He B, Ouyang D. Interpretable deep learning prediction of 3d assessment of cardiac function. Pac Symp Biocomput. 2022; 27:231-241. PMID: 34890152.
      Citations: 4     Fields:    Translation:Humans
    127. 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     
    128. 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
    129. 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: 28     Fields:    Translation:Humans
    130. 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
    131. 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     
    132. 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:    
    133. 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     
    134. 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
    135. 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: 180     Fields:    Translation:HumansPHPublic Health
    136. 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: 14     Fields:    Translation:Humans
    137. 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
    138. Ouyang D, Zou J. Deep learning models to detect hidden clinical correlates. Lancet Digit Health. 2020 07; 2(7):e334-e335. PMID: 33328091.
      Citations: 2     Fields:    Translation:Humans
    139. Vranas KC, Ouyang D, Lin AL, Slatore CG, Sullivan DR, Kerlin MP, Liu KD, Baron RM, Calfee CS, Ware LB, Halpern SD, Matthay MA, Herridge MS, Mehta S, Rogers AJ. Gender Differences in Authorship of Critical Care Literature. Am J Respir Crit Care Med. 2020 04 01; 201(7):840-847. PMID: 31968182; PMCID: PMC7124723.
      Citations: 30     Fields:    Translation:Humans
    140. 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: 339     Fields:    Translation:Humans
    141. 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
    142. 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
    143. 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: 6     Fields:    Translation:Humans
    144. 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
    145. Ouyang D, Sing D, Shah S, Hu J, Duvernoy C, Harrington RA, Rodriguez F. Sex Disparities in Authorship Order of Cardiology Scientific Publications. Circ Cardiovasc Qual Outcomes. 2018 12; 11(12):e005040. PMID: 30562072.
      Citations: 17     Fields:    Translation:Humans
    146. 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: 12     Fields:    Translation:Humans
    147. Ouyang D, Chen JH, Hom J, Chi J. Internal Medicine Resident Computer Usage: An Electronic Audit of an Inpatient Service. JAMA Intern Med. 2016 Feb; 176(2):252-4. PMID: 26642261; PMCID: PMC5951167.
      Citations: 34     Fields:    Translation:Humans
    148. 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
    149. 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
    150. 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: 40     Fields:    Translation:Humans
    151. 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
    152. Wang DD, Ouyang D, Englot DJ, Rolston JD, Molinaro AM, Ward M, Chang EF. Trends in surgical treatment for trigeminal neuralgia in the United States of America from 1988 to 2008. J Clin Neurosci. 2013 Nov; 20(11):1538-45. PMID: 23932422.
      Citations: 15     Fields:    Translation:Humans
    153. 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
    154. 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
    155. 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
    156. 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: 96     Fields:    Translation:Humans
    157. 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
    158. 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
    159. 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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