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International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries.
Bourgeois FT, Gutiérrez-Sacristán A, Keller MS, Liu M, Hong C, Bonzel CL, Tan ALM, Aronow BJ, Boeker M, Booth J, Cruz Rojo J, Devkota B, García Barrio N, Gehlenborg N, Geva A, Hanauer DA, Hutch MR, Issitt RW, Klann JG, Luo Y, Mandl KD, Mao C, Moal B, Moshal KL, Murphy SN, Neuraz A, Ngiam KY, Omenn GS, Patel LP, Jiménez MP, Sebire NJ, Balazote PS, Serret-Larmande A, South AM, Spiridou A, Taylor DM, Tippmann P, Visweswaran S, Weber GM, Kohane IS, Cai T, Avillach P; Consortium for Clinical Characterization of COVID-19 by EHR (4CE). Bourgeois FT, et al. Among authors: hong c. JAMA Netw Open. 2021 Jun 1;4(6):e2112596. doi: 10.1001/jamanetworkopen.2021.12596. JAMA Netw Open. 2021. PMID: 34115127 Free PMC article.
Identifying lupus patients in electronic health records: Development and validation of machine learning algorithms and application of rule-based algorithms.
Jorge A, Castro VM, Barnado A, Gainer V, Hong C, Cai T, Cai T, Carroll R, Denny JC, Crofford L, Costenbader KH, Liao KP, Karlson EW, Feldman CH. Jorge A, et al. Among authors: hong c. Semin Arthritis Rheum. 2019 Aug;49(1):84-90. doi: 10.1016/j.semarthrit.2019.01.002. Epub 2019 Jan 4. Semin Arthritis Rheum. 2019. PMID: 30665626 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.
6,075 results