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Large-Scale Assessment of a Smartwatch to Identify Atrial Fibrillation.
Perez MV, Mahaffey KW, Hedlin H, Rumsfeld JS, Garcia A, Ferris T, Balasubramanian V, Russo AM, Rajmane A, Cheung L, Hung G, Lee J, Kowey P, Talati N, Nag D, Gummidipundi SE, Beatty A, Hills MT, Desai S, Granger CB, Desai M, Turakhia MP; Apple Heart Study Investigators. Perez MV, et al. N Engl J Med. 2019 Nov 14;381(20):1909-1917. doi: 10.1056/NEJMoa1901183. N Engl J Med. 2019. PMID: 31722151 Free PMC article. Clinical Trial.
Deep learning interpretation of echocardiograms.
Ghorbani A, Ouyang D, Abid A, He B, Chen JH, Harrington RA, Liang DH, Ashley EA, Zou JY. Ghorbani A, et al. Among authors: ouyang d. NPJ Digit Med. 2020 Jan 24;3:10. doi: 10.1038/s41746-019-0216-8. eCollection 2020. NPJ Digit Med. 2020. PMID: 31993508 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.
766 results