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A primer on deep learning in genomics.
Zou J, Huss M, Abid A, Mohammadi P, Torkamani A, Telenti A. Zou J, et al. Nat Genet. 2019 Jan;51(1):12-18. doi: 10.1038/s41588-018-0295-5. Epub 2018 Nov 26. Nat Genet. 2019. PMID: 30478442 Review.
Large dataset enables prediction of repair after CRISPR-Cas9 editing in primary T cells.
Leenay RT, Aghazadeh A, Hiatt J, Tse D, Roth TL, Apathy R, Shifrut E, Hultquist JF, Krogan N, Wu Z, Cirolia G, Canaj H, Leonetti MD, Marson A, May AP, Zou J. Leenay RT, et al. Among authors: zou j. Nat Biotechnol. 2019 Sep;37(9):1034-1037. doi: 10.1038/s41587-019-0203-2. Epub 2019 Jul 29. Nat Biotechnol. 2019. PMID: 31359007 Free PMC article.
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. 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. Among authors: zou jy. 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 models to detect hidden clinical correlates.
Ouyang D, Zou J. Ouyang D, et al. Among authors: zou j. Lancet Digit Health. 2020 Jul;2(7):e334-e335. doi: 10.1016/S2589-7500(20)30138-2. Epub 2020 Jun 23. Lancet Digit Health. 2020. PMID: 33328091 Free article. No abstract available.
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: zou jy. EBioMedicine. 2021 Nov;73:103613. doi: 10.1016/j.ebiom.2021.103613. Epub 2021 Oct 14. EBioMedicine. 2021. PMID: 34656880 Free PMC article.
7,660 results