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High-throughput multimodal automated phenotyping (MAP) with application to PheWAS.
Liao KP, Sun J, Cai TA, Link N, Hong C, Huang J, Huffman JE, Gronsbell J, Zhang Y, Ho YL, Castro V, Gainer V, Murphy SN, O'Donnell CJ, Gaziano JM, Cho K, Szolovits P, Kohane IS, Yu S, Cai T. Liao KP, et al. Among authors: zhang y. J Am Med Inform Assoc. 2019 Nov 1;26(11):1255-1262. doi: 10.1093/jamia/ocz066. J Am Med Inform Assoc. 2019. PMID: 31613361 Free PMC article.
Association of Interleukin 6 Receptor Variant With Cardiovascular Disease Effects of Interleukin 6 Receptor Blocking Therapy: A Phenome-Wide Association Study.
Cai T, Zhang Y, Ho YL, Link N, Sun J, Huang J, Cai TA, Damrauer S, Ahuja Y, Honerlaw J, Huang J, Costa L, Schubert P, Hong C, Gagnon D, Sun YV, Gaziano JM, Wilson P, Cho K, Tsao P, O'Donnell CJ, Liao KP; VA Million Veteran Program. Cai T, et al. Among authors: zhang y. JAMA Cardiol. 2018 Sep 1;3(9):849-857. doi: 10.1001/jamacardio.2018.2287. JAMA Cardiol. 2018. PMID: 30090940 Free PMC article.
Automated grouping of medical codes via multiview banded spectral clustering.
Zhang L, Zhang Y, Cai T, Ahuja Y, He Z, Ho YL, Beam A, Cho K, Carroll R, Denny J, Kohane I, Liao K, Cai T. Zhang L, et al. Among authors: zhang y. J Biomed Inform. 2019 Dec;100:103322. doi: 10.1016/j.jbi.2019.103322. Epub 2019 Oct 28. J Biomed Inform. 2019. PMID: 31672532 Free PMC article.
High-throughput phenotyping with electronic medical record data using a common semi-supervised approach (PheCAP).
Zhang Y, Cai T, Yu S, Cho K, Hong C, Sun J, Huang J, Ho YL, Ananthakrishnan AN, Xia Z, Shaw SY, Gainer V, Castro V, Link N, Honerlaw J, Huang S, Gagnon D, Karlson EW, Plenge RM, Szolovits P, Savova G, Churchill S, O'Donnell C, Murphy SN, Gaziano JM, Kohane I, Cai T, Liao KP. Zhang Y, et al. Nat Protoc. 2019 Dec;14(12):3426-3444. doi: 10.1038/s41596-019-0227-6. Epub 2019 Nov 20. Nat Protoc. 2019. PMID: 31748751 Free PMC article.
Contrast Venography Versus Intravenous Ultrasound in Hemodialysis Arteriovenous Access Dysfunction.
Idrees N, Haroon S, Zhang Y, Mangio JC, Siracuse JJ, Francis JM, Ganguli S, Daly K, Diamond M, Vilvendhan R, Cabral H, Dember LM, Farber A, Kolachalama VB, Chitalia VC. Idrees N, et al. Among authors: zhang y. Kidney Int Rep. 2023 Jun 17;8(9):1887-1891. doi: 10.1016/j.ekir.2023.06.013. eCollection 2023 Sep. Kidney Int Rep. 2023. PMID: 37705907 Free PMC article. No abstract available.
240,771 results
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