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Deep Learning-Enabled Screening of Chronic Kidney Disease from Echocardiography. medRxiv. 2026 Feb 03.
Yuan V, Ieki H, Sandhu A, Nguyen LH, Cheng PP, Chang ST, Ambrosy AP, Kwan AC, Go AS, Cheng S, Ouyang D. PMID: 41674580; PMCID: PMC12889758.
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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).
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. PMID: 41711733.
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PubMed Mentions: Fields:
Translation:
Humans
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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.
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. PMID: 41695565; PMCID: PMC12902437.
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Categorization of echocardiograms by humans and pigeons. Front Psychol. 2025; 16:1680346.
Orr ORP, Navarro VM, Wasserman EA, Ouyang D. PMID: 41583745; PMCID: PMC12827666.
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Long-term, ambulatory 12-lead ECG from a single non-standard lead using perceptual reconstruction. medRxiv. 2025 Dec 19.
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. PMID: 41445642; PMCID: PMC12724160.
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REPLY: Do Performance Metrics for Echocardiographic AI Reflect Clinical Reality? J Am Coll Cardiol. 2025 Dec 09.
Sahashi Y, Ouyang D. PMID: 41532940.
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PubMed Mentions:
1 Fields:
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Current State of Artificial Intelligence in Assessing Cardiac Function. Curr Cardiol Rep. 2025 Nov 27; 27(1):158.
Yuan V, Lee K, Ambrosy AP, Ouyang D, Ieki H. PMID: 41307845.
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Translation:
Humans
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Artificial intelligence prediction of age from echocardiography as a marker for cardiovascular disease. NPJ Digit Med. 2025 Nov 18; 8(1):688.
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. PMID: 41254301; PMCID: PMC12627499.
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PubMed Mentions:
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Evaluating Translational AI: A Two-Way Moving Target Problem. NEJM AI. 2025 Dec; 2(12).
Leuchter RK, Turner WB, Ouyang D. PMID: 41613162; PMCID: PMC12851562.
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PubMed Mentions:
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AI, Health, and Health Care Today and Tomorrow: The JAMA Summit Report on Artificial Intelligence. JAMA. 2025 11 11; 334(18):1650-1664.
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. PMID: 41082366.
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PubMed Mentions:
14 Fields:
Translation:
Humans
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Clinical Characteristics, Early GDMT Initiation, and Likelihood of Heart Failure With Improved Ejection Fraction. J Card Fail. 2025 Nov 08.
Min KH, Go AS, Parikh RV, Ambrosy AP, Tan TC, Adatya S, Lee K, Sandhu AT, Svetlichnaya J, Vaduganathan M, Solomon SD, Ouyang D, Ku IA, Bhatt AS. PMID: 41213320.
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PubMed Mentions: Fields:
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Factors associated with physician modifications to automated ECG interpretations. Eur Heart J Digit Health. 2026 Jan; 7(1):ztaf119.
Chiu IM, Sahashi Y, Torbati SS, Chugh SS, Ouyang D. PMID: 41574034; PMCID: PMC12821064.
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PubMed Mentions:
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Worsening heart failure events in adults with mild-to-moderate chronic kidney disease. Am Heart J. 2026 Feb; 292:107290.
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. PMID: 41110741.
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PubMed Mentions: Fields:
Translation:
Humans
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Comprehensive aortic stenosis characterization using multi-view deep learning. medRxiv. 2025 Sep 29.
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. PMID: 41256129; PMCID: PMC12622131.
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Automated evaluation for pericardial effusion and cardiac tamponade with echocardiographic artificial intelligence. Eur Heart J Digit Health. 2025 Nov; 6(6):1216-1222.
Chiu IM, Sahashi Y, Vukadinovic M, Cheng PP, Cheng S, Ouyang D. PMID: 41267844; PMCID: PMC12629644.
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PubMed Mentions:
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Incident Heart Failure in Adults With Mild to Moderate Chronic Kidney Disease. JACC Heart Fail. 2026 Jan; 14(1):102616.
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. PMID: 40888788.
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PubMed Mentions: Fields:
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Evaluating the Performance and Potential Bias of Predictive Models for Detection of Transthyretin Cardiac Amyloidosis. JACC Adv. 2025 Aug; 4(8):101901.
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. PMID: 40616933; PMCID: PMC12272418.
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PubMed Mentions:
4
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Automated Deep Learning Phenotyping of Tricuspid Regurgitation in Echocardiography. JAMA Cardiol. 2025 Jun 01; 10(6):595-602.
Vrudhula A, Vukadinovic M, Haeffele C, Kwan AC, Berman D, Liang D, Siegel R, Cheng S, Ouyang D. PMID: 40238103; PMCID: PMC12004246.
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PubMed Mentions:
6 Fields:
Translation:
Humans
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Using Deep Learning to Predict Cardiovascular Magnetic Resonance Findings From Echocardiographic Videos. J Am Soc Echocardiogr. 2025 Sep; 38(9):807-815.
Sahashi Y, Vukadinovic M, Duffy G, Li D, Cheng S, Berman DS, Ouyang D, Kwan AC. PMID: 40451472.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Acute myocardial infarction diagnosis: impact of artificial intelligence-powered ECG interpretation. Eur Heart J. 2025 May 21; 46(20):1930-1932.
Chiu IM, Ouyang D. PMID: 40131842.
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PubMed Mentions: Fields:
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Ratio of interventricular septal thickness to global longitudinal strain accurately identifies cardiac amyloidosis. Open Heart. 2025 May 14; 12(1).
Cao L, Hong GJ, Abiragi M, Le J, Tacon PR, Chiu IM, Patel J, Stern LK, Daluwatte C, Ouyang D, Ricchiuto P. PMID: 40374277; PMCID: PMC12083331.
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Translation:
Humans
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Understanding Transient Left Ventricular Ejection Fraction Reduction During Atrial Fibrillation With Artificial Intelligence. J Am Heart Assoc. 2025 May 20; 14(10):e040641.
Yuan N, Hong GJ, Vrudhula A, Kwan AC, Duffy G, Botting P, Dhruva SS, Siegel RJ, Ouyang D. PMID: 40357662; PMCID: PMC12184549.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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A deep learning phenome wide association study of the electrocardiogram. Eur Heart J Digit Health. 2025 Jul; 6(4):595-607.
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. PMID: 40703109; PMCID: PMC12282379.
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Automated Deep Learning Pipeline for Characterizing Left Ventricular Diastolic Function. medRxiv. 2025 Apr 30.
Yuan V, Sahashi Y, Ieki H, Vukadinovic M, Binder C, Pieszko K, Ambrosy AP, Cheng PP, Cheng S, Ouyang D. PMID: 40343044; PMCID: PMC12060936.
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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.
Grogan M, Lopez-Jimenez F, Guthrie S, Kumar N, Langevin R, Lousada I, Witteles R, Royyuru A, Rosenzweig M, Cairns-Smith S, Ouyang D. PMID: 40207501; PMCID: PMC12132858.
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PubMed Mentions:
2 Fields:
Translation:
Humans
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Artificial Intelligence Prediction of Age from Echocardiography as a Marker for Cardiovascular Disease. medRxiv. 2025 Mar 26.
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. PMID: 40196275; PMCID: PMC11974980.
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PubMed Mentions:
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Artificial intelligence automation of echocardiographic measurements. medRxiv. 2025 Mar 19.
Sahashi Y, Ieki H, Yuan V, Christensen M, Vukadinovic M, Binder-Rodriguez C, Rhee J, Zou JY, He B, Cheng P, Ouyang D. PMID: 40166567; PMCID: PMC11957091.
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PubMed Mentions:
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Automated Aortic Regurgitation Detection and Quantification: A Deep Learning Approach Using Multi-View Echocardiography. medRxiv. 2025 Mar 19.
Binder C, Sahashi Y, Ieki H, Vukadinovic M, Yuan V, Rawlani M, Cheng P, Ouyang D, Siegel RJ. PMID: 40166551; PMCID: PMC11957077.
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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.
Trivedi RK, Chiu IM, Hughes JW, Rogers AJ, Ouyang D. PMID: 40395417; PMCID: PMC12088713.
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PubMed Mentions:
2
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Holistic AI analysis of hybrid cardiac perfusion images for mortality prediction. NPJ Digit Med. 2025 Mar 13; 8(1):158.
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. PMID: 40082599; PMCID: PMC11906890.
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PubMed Mentions:
1
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Foundation models for generalizable electrocardiogram interpretation: comparison of supervised and self-supervised electrocardiogram foundation models. medRxiv. 2025 Mar 05.
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. PMID: 40093248; PMCID: PMC11908279.
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PubMed Mentions:
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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.
Adhikari A, Wesley GV, Nguyen MB, Doan TT, Rao MY, Parthiban A, Patterson L, Adhikari K, Ouyang D, Heinle JS, Wadhwa L. PMID: 40038120.
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Translation:
Humans
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Keeping Up With the Times: The Use of a Vision Transformer for Identifying Cardiac Amyloidosis. JACC Cardiovasc Imaging. 2025 Mar; 18(3):291-293.
Kwan AC, Ouyang D. PMID: 40044321.
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PubMed Mentions: Fields:
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AI-echocardiography: Current status and future direction. J Cardiol. 2025 Jun; 85(6):458-464.
Sahashi Y, Ouyang D, Okura H, Kagiyama N. PMID: 40023671.
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PubMed Mentions:
5 Fields:
Translation:
Humans
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Sex-Divergent Blood Pressure Associations With Multiorgan System Metabolic Stress-Brief Report. Arterioscler Thromb Vasc Biol. 2025 Apr; 45(4):557-561.
Kwan AC, Wang M, Ji H, Claggett B, Ouyang D, Trivedi HD, Sharma S, Shyy JY, Velazquez A, Ebinger JE, Cheng S. PMID: 40013361; PMCID: PMC11936467.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Opportunistic Screening of Chronic Liver Disease with Deep-Learning-Enhanced Echocardiography. NEJM AI. 2025 Mar; 2(3).
Sahashi Y, Vukadinovic M, Amrollahi F, Trivedi H, Rhee J, Chen J, Cheng S, Ouyang D, Kwan AC. PMID: 41048339; PMCID: PMC12493085.
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PubMed Mentions:
2
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The ImageGuideEcho Registry: Using Data Science to Understand and Improve Echocardiography. Curr Cardiol Rep. 2025 Jan 29; 27(1):41.
Spetko N, Oribabor J, Anyanwu E, Tyler TBI, Rodriguez DF, Ouyang D, Strom JB. PMID: 39878798; PMCID: PMC11779749.
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Translation:
Humans
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Detection of cardiac amyloidosis using machine learning on routine echocardiographic measurements. Open Heart. 2024 12 18; 11(2).
Chang RS, Chiu IM, Tacon P, Abiragi M, Cao L, Hong G, Le J, Zou J, Daluwatte C, Ricchiuto P, Ouyang D. PMID: 39694574; PMCID: PMC11667434.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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International Validation of Echocardiographic AI Amyloid Detection Algorithm. medRxiv. 2024 Dec 16.
Duffy G, Oikonomou E, Hourmozdi J, Usuku H, Patel J, Stern L, Goto S, Tsujita K, Khera R, Ahmad FS, Ouyang D. PMID: 39763545; PMCID: PMC11702730.
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PubMed Mentions:
1
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Automated Evaluation for Pericardial Effusion and Cardiac Tamponade with Echocardiographic Artificial Intelligence. medRxiv. 2024 Dec 01.
Chiu IM, Vukadinovic M, Sahashi Y, Cheng PP, Cheng CY, Cheng S, Ouyang D. PMID: 39649606; PMCID: PMC11623744.
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PubMed Mentions:
1
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PACT-3D, a deep learning algorithm for pneumoperitoneum detection in abdominal CT scans. Nat Commun. 2024 11 07; 15(1):9660.
Chiu IM, Huang TY, Ouyang D, Lin WC, Pan YJ, Lu CY, Kuo KH. PMID: 39511229; PMCID: PMC11544264.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Prospective clinical evaluation of deep learning for ultrasonographic screening of abdominal aortic aneurysms. NPJ Digit Med. 2024 Oct 15; 7(1):282.
Chiu IM, Chen TY, Zheng YC, Lin XH, Cheng FJ, Ouyang D, Cheng CY. PMID: 39406888; PMCID: PMC11480325.
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PubMed Mentions:
7
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Navigating the Gray Zone: AI Decision Support to Identify Aortic Stenosis Severity. JACC Adv. 2024 Sep; 3(9):101178.
Sarraju A, Ouyang D. PMID: 39372447; PMCID: PMC11450945.
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Clinical and genetic associations of asymmetric apical and septal left ventricular hypertrophy. Eur Heart J Digit Health. 2024 Sep; 5(5):591-600.
Yuan V, Vukadinovic M, Kwan AC, Rader F, Li D, Ouyang D. PMID: 39318696; PMCID: PMC11417484.
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PubMed Mentions:
4
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Deep learning to detect left ventricular structural abnormalities in chest X-rays. Eur Heart J. 2024 Jun 07; 45(22):2002-2012.
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. PMID: 38503537; PMCID: PMC11156488.
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PubMed Mentions:
12 Fields:
Translation:
Humans
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Multi-Organ System Metabolic Stress and Sex-Divergent Vascular Associations. medRxiv. 2024 May 07.
Kwan AC, Wang M, Ji H, Claggett B, Ouyang D, Trivedi H, Sharma S, Shyy J, Velazquez A, Ebinger JE, Cheng S. PMID: 38766231; PMCID: PMC11100854.
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Simple models vs. deep learning in detecting low ejection fraction from the electrocardiogram. Eur Heart J Digit Health. 2024 Jul; 5(4):427-434.
Hughes JW, Somani S, Elias P, Tooley J, Rogers AJ, Poterucha T, Haggerty CM, Salerno M, Ouyang D, Ashley E, Zou J, Perez MV. PMID: 39081946; PMCID: PMC11284011.
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PubMed Mentions:
3
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Holistic AI analysis of hybrid cardiac perfusion images for mortality prediction. medRxiv. 2024 Apr 24.
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. PMID: 38712025; PMCID: PMC11071553.
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PubMed Mentions:
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Deep learning evaluation of echocardiograms to identify occult atrial fibrillation. NPJ Digit Med. 2024 Apr 13; 7(1):96.
Yuan N, Stein NR, Duffy G, Sandhu RK, Chugh SS, Chen PS, Rosenberg C, Albert CM, Cheng S, Siegel RJ, Ouyang D. PMID: 38615104; PMCID: PMC11016113.
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PubMed Mentions:
5
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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.
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. PMID: 38593945; PMCID: PMC12215878.
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PubMed Mentions:
27 Fields:
Translation:
Humans
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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.
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. PMID: 38593946.
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PubMed Mentions:
38 Fields:
Translation:
Humans
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Exploring the Social Contributors to Biological Aging With Medical AI. JACC Adv. 2024 Sep; 3(9):100889.
Poterucha TJ, Cheng S, Ouyang D. PMID: 39372463; PMCID: PMC11451070.
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Machine Learning in Imaging: What is JASE Looking For? J Am Soc Echocardiogr. 2024 Mar; 37(3):273-275.
Ouyang D, Carter RE, Pellikka PA. PMID: 38432849.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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A Multimodality Video-Based AI Biomarker For Aortic Stenosis Development And Progression. medRxiv. 2024 Feb 29.
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. PMID: 37808685; PMCID: PMC10557799.
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PubMed Mentions:
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Sex Differences in Association of Physical Activity With All-Cause and Cardiovascular Mortality. J Am Coll Cardiol. 2024 02 27; 83(8):783-793.
Ji H, Gulati M, Huang TY, Kwan AC, Ouyang D, Ebinger JE, Casaletto K, Moreau KL, Skali H, Cheng S. PMID: 38383092; PMCID: PMC10984219.
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PubMed Mentions:
98 Fields:
Translation:
Humans
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An ECG-based artificial intelligence model for assessment of sudden cardiac death risk. Commun Med (Lond). 2024 Feb 27; 4(1):17.
Holmstrom L, Chugh H, Nakamura K, Bhanji Z, Seifer M, Uy-Evanado A, Reinier K, Ouyang D, Chugh SS. PMID: 38413711; PMCID: PMC10899257.
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PubMed Mentions:
17
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Machine Learning and Bias in Medical Imaging: Opportunities and Challenges. Circ Cardiovasc Imaging. 2024 02; 17(2):e015495.
Vrudhula A, Kwan AC, Ouyang D, Cheng S. PMID: 38377237; PMCID: PMC10883605.
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PubMed Mentions:
18 Fields:
Translation:
Humans
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Blood pressure variability supersedes heart rate variability as a real-world measure of dementia risk. Sci Rep. 2024 01 22; 14(1):1838.
Ebinger JE, Driver MP, Huang TY, Magraner J, Botting PG, Wang M, Chen PS, Bello NA, Ouyang D, Theurer J, Cheng S, Tan ZS. PMID: 38246978; PMCID: PMC10800333.
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PubMed Mentions:
8 Fields:
Translation:
Humans
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Precision of Echocardiographic Measurements. J Am Soc Echocardiogr. 2024 May; 37(5):562-563.
Pillai B, Salerno M, Schnittger I, Cheng S, Ouyang D. PMID: 38199333; PMCID: PMC11688108.
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PubMed Mentions:
5 Fields:
Translation:
Humans
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Deep learning for transesophageal echocardiography view classification. Sci Rep. 2024 01 02; 14(1):11.
Steffner KR, Christensen M, Gill G, Bowdish M, Rhee J, Kumaresan A, He B, Zou J, Ouyang D. PMID: 38167849; PMCID: PMC10761863.
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PubMed Mentions:
11 Fields:
Translation:
Humans
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Leveraging 3D Echocardiograms to Evaluate AI Model Performance in Predicting Cardiac Function on Out-of-Distribution Data. Pac Symp Biocomput. 2024; 29:39-52.
Duffy G, Christensen K, Ouyang D. PMID: 38160268; PMCID: PMC11684417.
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Translation:
Humans
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Session Introduction: Artificial Intelligence in Clinical Medicine: Generative and Interactive Systems at the Human-Machine Interface. Pac Symp Biocomput. 2024; 29:1-7.
Fouladvand S, Pierson E, Jankovic I, Ouyang D, Chen JH, Daneshjou R. PMID: 38160265.
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Translation:
Humans
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Impact of Measurement Noise on Genetic Association Studies of Cardiac Function. Pac Symp Biocomput. 2024; 29:134-147.
Vukadinovic M, Renjith G, Yuan V, Kwan A, Cheng SC, Li D, Clarke SL, Ouyang D. PMID: 38160275.
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Translation:
Humans
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Reply: Using ChatGPT in Statistical Analysis: Recommendations for JACC Journals. JACC Adv. 2024 Feb; 3(2):100774.
Sarraju A, Ouyang D, Itchhaporia D. PMID: 38939399; PMCID: PMC11198241.
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GANcMRI: Cardiac magnetic resonance video generation and physiologic guidance using latent space prompting. Proc Mach Learn Res. 2023 Dec; 225:594-606.
Vukadinovic M, Kwan AC, Li D, Ouyang D. PMID: 38213931; PMCID: PMC10783442.
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PubMed Mentions:
1
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Deep Learning of Electrocardiograms in Sinus Rhythm From US Veterans to Predict Atrial Fibrillation. JAMA Cardiol. 2023 12 01; 8(12):1131-1139.
Yuan N, Duffy G, Dhruva SS, Oesterle A, Pellegrini CN, Theurer J, Vali M, Heidenreich PA, Keyhani S, Ouyang D. PMID: 37851434; PMCID: PMC10585587.
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PubMed Mentions:
28 Fields:
Translation:
Humans
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Reconsidering Conclusions of Bias Assessment in Medical Imaging Foundation Models. Radiol Artif Intell. 2023 Nov; 5(6):e230432.
Chaudhari AS, Bluethgen C, Ouyang D. PMID: 38074780; PMCID: PMC10698581.
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PubMed Mentions: Fields:
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Severe aortic stenosis detection by deep learning applied to echocardiography. Eur Heart J. 2023 11 14; 44(43):4592-4604.
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. PMID: 37611002; PMCID: PMC11004929.
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PubMed Mentions:
55 Fields:
Translation:
Humans
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Deep Learning for Cardiovascular Imaging: A Review. JAMA Cardiol. 2023 11 01; 8(11):1089-1098.
Wehbe RM, Katsaggelos AK, Hammond KJ, Hong H, Ahmad FS, Ouyang D, Shah SJ, McCarthy PM, Thomas JD. PMID: 37728933.
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PubMed Mentions:
21 Fields:
Translation:
Humans
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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.
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. PMID: 39196259.
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PubMed Mentions: Fields:
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A deep learning-based electrocardiogram risk score for long term cardiovascular death and disease. NPJ Digit Med. 2023 Sep 12; 6(1):169.
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. PMID: 37700032; PMCID: PMC10497604.
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PubMed Mentions:
24
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The Opportunities and Challenges of Large Language Models in Cardiology. JACC Adv. 2023 Sep; 2(7):100438.
Sarraju A, Ouyang D, Itchhaporia D. PMID: 38939505; PMCID: PMC11198078.
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PubMed Mentions:
4
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Detection of Left Ventricular Systolic Dysfunction From Electrocardiographic Images. Circulation. 2023 08 29; 148(9):765-777.
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. PMID: 37489538; PMCID: PMC10982757.
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PubMed Mentions:
64 Fields:
Translation:
Humans
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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.
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. PMID: 37256252.
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PubMed Mentions:
2 Fields:
Translation:
Humans
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Artificial Intelligence in Ventricular Arrhythmias and Sudden Death. Arrhythm Electrophysiol Rev. 2023; 12:e17.
Holmström L, Zhang FZ, Ouyang D, Dey D, Slomka PJ, Chugh SS. PMID: 37457439; PMCID: PMC10345967.
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PubMed Mentions:
6
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Deep learning-based electrocardiographic screening for chronic kidney disease. Commun Med (Lond). 2023 May 26; 3(1):73.
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. PMID: 37237055; PMCID: PMC10220039.
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PubMed Mentions:
13
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Blinded, randomized trial of sonographer versus AI cardiac function assessment. Nature. 2023 04; 616(7957):520-524.
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. PMID: 37020027; PMCID: PMC10115627.
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PubMed Mentions:
104 Fields:
Translation:
Humans
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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.
Vukadinovic M, Kwan AC, Yuan V, Salerno M, Lee DC, Albert CM, Cheng S, Li D, Ouyang D, Clarke SL. PMID: 36996817; PMCID: PMC10106428.
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PubMed Mentions:
9 Fields:
Translation:
Humans
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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.
He B, Dash D, Duanmu Y, Tan TX, Ouyang D, Zou J. PMID: 38369413.
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PubMed Mentions:
7 Fields:
Translation:
Humans
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Impact of Measurement Imprecision on Genetic Association Studies of Cardiac Function. medRxiv. 2023 Feb 18.
Vukadinovic M, Renjith G, Yuan V, Kwan A, Cheng SC, Li D, Clarke SL, Ouyang D. PMID: 36824841; PMCID: PMC9949184.
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PubMed Mentions:
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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.
Reddy CD, Lopez L, Ouyang D, Zou JY, He B. PMID: 36754100.
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PubMed Mentions:
27 Fields:
Translation:
Humans
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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.
Gershengorn HB, Vranas KC, Ouyang D, Cheng S, Rogers AJ, Schweiger L, Cooke CR, Slatore CG. PMID: 35588358; PMCID: PMC9989859.
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PubMed Mentions:
5 Fields:
Translation:
HumansPHPublic Health
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Current and Future Applications of Artificial Intelligence in Cardiac CT. Curr Cardiol Rep. 2023 03; 25(3):109-117.
Joshi M, Melo DP, Ouyang D, Slomka PJ, Williams MC, Dey D. PMID: 36708505.
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PubMed Mentions:
7 Fields:
Translation:
Humans
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Sex differences in contributors to coronary microvascular dysfunction. Front Cardiovasc Med. 2023; 10:1085914.
Kwan AC, Wei J, Ouyang D, Ebinger JE, Merz CNB, Berman D, Cheng S. PMID: 36760556; PMCID: PMC9902873.
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PubMed Mentions:
8
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High-Throughput Assessment of Real-World Medication Effects on QT Interval Prolongation: Observational Study. JMIR Cardio. 2023 Jan 20; 7:e41055.
Yuan N, Oesterle A, Botting P, Chugh S, Albert C, Ebinger J, Ouyang D. PMID: 36662566; PMCID: PMC9898836.
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PubMed Mentions:
2 Fields:
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Session Introduction: Precision Medicine: Using Artificial Intelligence to Improve Diagnostics and Healthcare. Pac Symp Biocomput. 2023; 28:257-262.
Whirl-Carrillo M, Brenner SE, Chen JH, Crawford DC, Kidzinski L, Ouyang D, Daneshjou R. PMID: 36540982.
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Humans
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Prediction of Coronary Artery Calcium Using Deep Learning of Echocardiograms. J Am Soc Echocardiogr. 2023 05; 36(5):474-481.e3.
Yuan N, Kwan AC, Duffy G, Theurer J, Chen JH, Nieman K, Botting P, Dey D, Berman DS, Cheng S, Ouyang D. PMID: 36566995; PMCID: PMC10164107.
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PubMed Mentions:
14 Fields:
Translation:
Humans
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Confounders mediate AI prediction of demographics in medical imaging. NPJ Digit Med. 2022 Dec 22; 5(1):188.
Duffy G, Clarke SL, Christensen M, He B, Yuan N, Cheng S, Ouyang D. PMID: 36550271; PMCID: PMC9780355.
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PubMed Mentions:
22
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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.
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. PMID: 37303827; PMCID: PMC10254901.
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PubMed Mentions:
36 Fields:
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Cardiac microstructural alterations measured by echocardiography identify sex-specific risk for heart failure. Heart. 2022 10 28; 108(22):1800-1806.
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. PMID: 35680379; PMCID: PMC9626911.
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PubMed Mentions:
4 Fields:
Translation:
Humans
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Cardiovascular and hepatic disease associations by magnetic resonance imaging: A retrospective cohort study. Front Cardiovasc Med. 2022; 9:1009474.
Kwan AC, Sun N, Driver M, Botting P, Navarrette J, Ouyang D, Hussain SK, Noureddin M, Li D, Ebinger JE, Berman DS, Cheng S. PMID: 36324754; PMCID: PMC9618632.
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PubMed Mentions:
1
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Artificial intelligence applications in cardio-oncology: Leveraging high dimensional cardiovascular data. Front Cardiovasc Med. 2022; 9:941148.
Chen H, Ouyang D, Baykaner T, Jamal F, Cheng P, Rhee JW. PMID: 35958422; PMCID: PMC9360492.
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PubMed Mentions:
12
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Multimodal deep learning enhances diagnostic precision in left ventricular hypertrophy. Eur Heart J Digit Health. 2022 Sep; 3(3):380-389.
Soto JT, Weston Hughes J, Sanchez PA, Perez M, Ouyang D, Ashley EA. PMID: 36712167; PMCID: PMC9707995.
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PubMed Mentions:
29
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Variability independent of mean blood pressure as a real-world measure of cardiovascular risk. EClinicalMedicine. 2022 Jun; 48:101442.
Ebinger JE, Driver M, Ouyang D, Botting P, Ji H, Rashid MA, Blyler CA, Bello NA, Rader F, Niiranen TJ, Albert CM, Cheng S. PMID: 35706499; PMCID: PMC9112125.
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PubMed Mentions:
23
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Author Correction: Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart. Nat Cardiovasc Res. 2022 May; 1(5):532.
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. PMID: 39195951; PMCID: PMC11358019.
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PubMed Mentions: Fields:
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Revival and Revision of Right Ventricular Assessment by Machine Learning. JACC Cardiovasc Imaging. 2022 05; 15(5):780-782.
Ouyang D, Cheng S. PMID: 35512950; PMCID: PMC9839432.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Extracting More From Less: A New Frontier for High-Throughput Clinical Phenotyping. Circ Cardiovasc Qual Outcomes. 2022 06; 15(6):e009055.
Ouyang D, Cheng S. PMID: 35477258; PMCID: PMC9714772.
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Humans
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Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart. Nat Cardiovasc Res. 2022 Apr; 1(4):334-343.
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. PMID: 35464150; PMCID: PMC9022904.
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PubMed Mentions:
32 Fields:
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Cardiac microstructural alterations in immune-inflammatory myocardial disease: a retrospective case-control study. Cardiovasc Ultrasound. 2022 Apr 04; 20(1):9.
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. PMID: 35369883; PMCID: PMC8978375.
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Translation:
Humans
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High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy With Cardiovascular Deep Learning. JAMA Cardiol. 2022 04 01; 7(4):386-395.
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. PMID: 35195663; PMCID: PMC9008505.
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PubMed Mentions:
94 Fields:
Translation:
Humans
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Sex Differences in Myocardial and Vascular Aging. Circ Res. 2022 02 18; 130(4):566-577.
Ji H, Kwan AC, Chen MT, Ouyang D, Ebinger JE, Bell SP, Niiranen TJ, Bello NA, Cheng S. PMID: 35175845; PMCID: PMC8863105.
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PubMed Mentions:
82 Fields:
Translation:
Humans
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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.
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. PMID: 35107770; PMCID: PMC9343468.
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PubMed Mentions:
2 Fields:
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Predicting the Future With Wearable Technology. JACC Asia. 2021 Dec; 1(3):409-410.
Kwan AC, Yuan N, Ouyang D. PMID: 36341211; PMCID: PMC9627905.
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PubMed Mentions:
1
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Leveraging Large Clinical Data Sets for Artificial Intelligence in Medicine. JAMA Cardiol. 2021 11 01; 6(11):1296-1297.
Ouyang D, Albert CM. PMID: 34347003.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Deep learning evaluation of biomarkers from echocardiogram videos. EBioMedicine. 2021 Nov; 73:103613.
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. PMID: 34656880; PMCID: PMC8524103.
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PubMed Mentions:
28 Fields:
Translation:
Humans
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Characterizing Mitral Regurgitation With Precision Phenotyping and Unsupervised Learning. JACC Cardiovasc Imaging. 2021 12; 14(12):2301-2302.
Ouyang D, Thomas JD. PMID: 34419406.
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PubMed Mentions:
3 Fields:
Translation:
Humans
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Artificial Intelligence in Computer Vision: Cardiac MRI and Multimodality Imaging Segmentation. Curr Cardiovasc Risk Rep. 2021 Sep; 15(9).
Kwan AC, Salto G, Cheng S, Ouyang D. PMID: 35693045; PMCID: PMC9187294.
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PubMed Mentions:
6
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Gender Disparities in Cardiology-Related COVID-19 Publications. Cardiol Ther. 2021 Dec; 10(2):593-598.
Vasti EC, Ouyang D, Ngo S, Sarraju A, Harrington RA, Rodriguez F. PMID: 34268712; PMCID: PMC8280580.
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PubMed Mentions:
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Systematic Quantification of Sources of Variation in Ejection Fraction Calculation Using Deep Learning. JACC Cardiovasc Imaging. 2021 11; 14(11):2260-2262.
Yuan N, Jain I, Rattehalli N, He B, Pollick C, Liang D, Heidenreich P, Zou J, Cheng S, Ouyang D. PMID: 34274282; PMCID: PMC10697700.
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PubMed Mentions:
15 Fields:
Translation:
Humans
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A Machine Learning Algorithm Predicts Duration of hospitalization in COVID-19 patients. Intell Based Med. 2021; 5:100035.
Ebinger J, Wells M, Ouyang D, Davis T, Kaufman N, Cheng S, Chugh S. PMID: 34075366; PMCID: PMC8156835.
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PubMed Mentions:
11
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How medical AI devices are evaluated: limitations and recommendations from an analysis of FDA approvals. Nat Med. 2021 04; 27(4):582-584.
Wu E, Wu K, Daneshjou R, Ouyang D, Ho DE, Zou J. PMID: 33820998.
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PubMed Mentions:
174 Fields:
Translation:
HumansPHPublic Health
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How to evaluate deep learning for cancer diagnostics - factors and recommendations. Biochim Biophys Acta Rev Cancer. 2021 04; 1875(2):188515.
Daneshjou R, He B, Ouyang D, Zou JY. PMID: 33513392; PMCID: PMC8068597.
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PubMed Mentions:
14 Fields:
Translation:
Humans
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Gender Differences in Authorship of Critical Care Literature. Am J Respir Crit Care Med. 2020 04 01; 201(7):840-847.
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. PMID: 31968182; PMCID: PMC7124723.
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PubMed Mentions:
30 Fields:
Translation:
Humans
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Video-based AI for beat-to-beat assessment of cardiac function. Nature. 2020 04; 580(7802):252-256.
Ouyang D, He B, Ghorbani A, Yuan N, Ebinger J, Langlotz CP, Heidenreich PA, Harrington RA, Liang DH, Ashley EA, Zou JY. PMID: 32269341; PMCID: PMC8979576.
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PubMed Mentions:
333 Fields:
Translation:
Humans
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Complications associated with second trimester inductions of labor requiring greater than five doses of misoprostol. Contraception. 2020 01; 101(1):53-55.
Masse NM, Kuchta K, Plunkett BA, Ouyang DW. PMID: 31655074.
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PubMed Mentions:
1 Fields:
Translation:
Humans
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Comparison of QT Interval Measurement Methods and Correction Formulas in Atrial Fibrillation. Am J Cardiol. 2019 06 01; 123(11):1822-1827.
Tooley J, Ouyang D, Hadley D, Turakhia M, Wang P, Ashley E, Froelicher V, Perez M. PMID: 30961909.
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PubMed Mentions:
16 Fields:
Translation:
Humans
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Sex Disparities in Authorship Order of Cardiology Scientific Publications. Circ Cardiovasc Qual Outcomes. 2018 12; 11(12):e005040.
Ouyang D, Sing D, Shah S, Hu J, Duvernoy C, Harrington RA, Rodriguez F. PMID: 30562072.
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PubMed Mentions:
17 Fields:
Translation:
Humans
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Incidence of temporary mechanical circulatory support before heart transplantation and impact on post-transplant outcomes. J Heart Lung Transplant. 2018 09; 37(9):1060-1066.
Ouyang D, Gulati G, Ha R, Banerjee D. PMID: 29907499.
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PubMed Mentions:
13 Fields:
Translation:
Humans
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Gender trends in authorship of spine-related academic literature-a 39-year perspective. Spine J. 2017 11; 17(11):1749-1754.
Sing DC, Jain D, Ouyang D. PMID: 28673828.
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PubMed Mentions:
21 Fields:
Translation:
Humans
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Implications of sleep-disordered breathing in pregnancy. Am J Obstet Gynecol. 2014 Jun; 210(6):559.e1-6.
Facco FL, Ouyang DW, Zee PC, Strohl AE, Gonzalez AB, Lim C, Grobman WA. PMID: 24373947; PMCID: PMC4511595.
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PubMed Mentions:
25 Fields:
Translation:
Humans
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Euglycemic progression: worsening of diabetic retinopathy in poorly controlled type 2 diabetes in minorities. Diabetes Res Clin Pract. 2013 Jun; 100(3):362-7.
Shurter A, Genter P, Ouyang D, Ipp E. PMID: 23566652; PMCID: PMC3713071.
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PubMed Mentions:
20 Fields:
Translation:
Humans
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Development of a pregnancy-specific screening tool for sleep apnea. J Clin Sleep Med. 2012 Aug 15; 8(4):389-94.
Facco FL, Ouyang DW, Zee PC, Grobman WA. PMID: 22893769; PMCID: PMC3407257.
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PubMed Mentions:
61 Fields:
Translation:
Humans