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Detection of Left Ventricular Systolic Dysfunction From Electrocardiographic Images.
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. Sangha V, et al. Among authors: ouyang d. Circulation. 2023 Aug 29;148(9):765-777. doi: 10.1161/CIRCULATIONAHA.122.062646. Epub 2023 Jul 25. Circulation. 2023. PMID: 37489538 Free PMC article.
Video-based AI for beat-to-beat assessment of cardiac function.
Ouyang D, He B, Ghorbani A, Yuan N, Ebinger J, Langlotz CP, Heidenreich PA, Harrington RA, Liang DH, Ashley EA, Zou JY. Ouyang D, et al. Nature. 2020 Apr;580(7802):252-256. doi: 10.1038/s41586-020-2145-8. Epub 2020 Mar 25. Nature. 2020. PMID: 32269341 Free PMC article.
Deep learning evaluation of biomarkers from echocardiogram videos.
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. Hughes JW, et al. Among authors: ouyang j, ouyang d. EBioMedicine. 2021 Nov;73:103613. doi: 10.1016/j.ebiom.2021.103613. Epub 2021 Oct 14. EBioMedicine. 2021. PMID: 34656880 Free PMC article.
High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy With Cardiovascular Deep Learning.
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. Duffy G, et al. Among authors: ouyang d. JAMA Cardiol. 2022 Apr 1;7(4):386-395. doi: 10.1001/jamacardio.2021.6059. JAMA Cardiol. 2022. PMID: 35195663 Free PMC article.
Prediction of Coronary Artery Calcium Using Deep Learning of Echocardiograms.
Yuan N, Kwan AC, Duffy G, Theurer J, Chen JH, Nieman K, Botting P, Dey D, Berman DS, Cheng S, Ouyang D. Yuan N, et al. Among authors: ouyang d. J Am Soc Echocardiogr. 2023 May;36(5):474-481.e3. doi: 10.1016/j.echo.2022.12.014. Epub 2022 Dec 23. J Am Soc Echocardiogr. 2023. PMID: 36566995 Free PMC article.
Deep learning-based electrocardiographic screening for chronic kidney disease.
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. Holmstrom L, et al. Among authors: ouyang d. Commun Med (Lond). 2023 May 26;3(1):73. doi: 10.1038/s43856-023-00278-w. Commun Med (Lond). 2023. PMID: 37237055 Free PMC article.
Electrocardiographic deep learning for predicting post-procedural mortality: a model development and validation study.
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. Ouyang D, et al. Lancet Digit Health. 2024 Jan;6(1):e70-e78. doi: 10.1016/S2589-7500(23)00220-0. Epub 2023 Dec 7. Lancet Digit Health. 2024. PMID: 38065778 Free article.
761 results