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International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality.
Weber GM, Hong C, Xia Z, Palmer NP, Avillach P, L'Yi S, Keller MS, Murphy SN, Gutiérrez-Sacristán A, Bonzel CL, Serret-Larmande A, Neuraz A, Omenn GS, Visweswaran S, Klann JG, South AM, Loh NHW, Cannataro M, Beaulieu-Jones BK, Bellazzi R, Agapito G, Alessiani M, Aronow BJ, Bell DS, Benoit V, Bourgeois FT, Chiovato L, Cho K, Dagliati A, DuVall SL, Barrio NG, Hanauer DA, Ho YL, Holmes JH, Issitt RW, Liu M, Luo Y, Lynch KE, Maidlow SE, Malovini A, Mandl KD, Mao C, Matheny ME, Moore JH, Morris JS, Morris M, Mowery DL, Ngiam KY, Patel LP, Pedrera-Jimenez M, Ramoni RB, Schriver ER, Schubert P, Balazote PS, Spiridou A, Tan ALM, Tan BWL, Tibollo V, Torti C, Trecarichi EM, Wang X; Consortium for Clinical Characterization of COVID-19 by EHR (4CE); Kohane IS, Cai T, Brat GA. Weber GM, et al. Among authors: hong c. NPJ Digit Med. 2022 Jun 13;5(1):74. doi: 10.1038/s41746-022-00601-0. NPJ Digit Med. 2022. PMID: 35697747 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: hong c. JAMA Cardiol. 2018 Sep 1;3(9):849-857. doi: 10.1001/jamacardio.2018.2287. JAMA Cardiol. 2018. PMID: 30090940 Free PMC article.
A fast divide-and-conquer sparse Cox regression.
Wang Y, Hong C, Palmer N, Di Q, Schwartz J, Kohane I, Cai T. Wang Y, et al. Among authors: hong c. Biostatistics. 2021 Apr 10;22(2):381-401. doi: 10.1093/biostatistics/kxz036. Biostatistics. 2021. PMID: 31545341 Free PMC article.
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: hong c. 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.
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. Among authors: hong c. 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.
Automated ICD coding via unsupervised knowledge integration (UNITE).
Sonabend W A, Cai W, Ahuja Y, Ananthakrishnan A, Xia Z, Yu S, Hong C. Sonabend W A, et al. Among authors: hong c. Int J Med Inform. 2020 Jul;139:104135. doi: 10.1016/j.ijmedinf.2020.104135. Epub 2020 Apr 4. Int J Med Inform. 2020. PMID: 32361145 Free PMC article.
6,353 results