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Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19.
Le TT, Gutiérrez-Sacristán A, Son J, Hong C, South AM, Beaulieu-Jones BK, Loh NHW, Luo Y, Morris M, Ngiam KY, Patel LP, Samayamuthu MJ, Schriver E, Tan ALM, Moore J, Cai T, Omenn GS, Avillach P, Kohane IS; Consortium for Clinical Characterization of COVID-19 by EHR (4CE); Visweswaran S, Mowery DL, Xia Z. Le TT, et al. Among authors: hong c. Sci Rep. 2021 Oct 12;11(1):20238. doi: 10.1038/s41598-021-99481-9. Sci Rep. 2021. PMID: 34642371 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.
International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study.
Weber GM, Hong C, Palmer NP, Avillach P, Murphy SN, Gutiérrez-Sacristán A, Xia Z, 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, Bellasi A, Benoit V, Beraghi M, Boeker M, Booth J, Bosari S, Bourgeois FT, Brown NW, Bucalo M, Chiovato L, Chiudinelli L, Dagliati A, Devkota B, DuVall SL, Follett RW, Ganslandt T, García Barrio N, Gradinger T, Griffier R, Hanauer DA, Holmes JH, Horki P, Huling KM, Issitt RW, Jouhet V, Keller MS, Kraska D, Liu M, Luo Y, Lynch KE, Malovini A, Mandl KD, Mao C, Maram A, Matheny ME, Maulhardt T, Mazzitelli M, Milano M, Moore JH, Morris JS, Morris M, Mowery DL, Naughton TP, Ngiam KY, Norman JB, Patel LP, Pedrera Jimenez M, Ramoni RB, Schriver ER, Scudeller L, Sebire NJ, Serrano Balazote P, Spiridou A, Tan AL, Tan BW, Tibollo V, Torti C, Trecarichi EM, Vitacca M, Zambelli A, Zucco C; Consortium for Clinical Characterization of COVID-19 by EHR (4CE); Kohane IS, Cai T, Brat GA. Weber GM, et al. Among authors: hong c. medRxiv [Preprint]. 2021 Feb 5:2020.12.16.20247684. doi: 10.1101/2020.12.16.20247684. medRxiv. 2021. PMID: 33564777 Free PMC article. Preprint.
6,077 results