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Characterization of long COVID temporal sub-phenotypes by distributed representation learning from electronic health record data: a cohort study.
Dagliati A, Strasser ZH, Hossein Abad ZS, Klann JG, Wagholikar KB, Mesa R, Visweswaran S, Morris M, Luo Y, Henderson DW, Samayamuthu MJ, Tan BWQ, Verdy G, Omenn GS, Xia Z, Bellazzi R; Consortium for Clinical Characterization of COVID-19 by EHR (4CE),; Murphy SN, Holmes JH, Estiri H; Consortium for Clinical Characterization of COVID-19 by EHR (4CE). Dagliati A, et al. Among authors: strasser zh. EClinicalMedicine. 2023 Sep 14;64:102210. doi: 10.1016/j.eclinm.2023.102210. eCollection 2023 Oct. EClinicalMedicine. 2023. PMID: 37745021 Free PMC article.
High-throughput phenotyping with temporal sequences.
Estiri H, Strasser ZH, Murphy SN. Estiri H, et al. Among authors: strasser zh. J Am Med Inform Assoc. 2021 Mar 18;28(4):772-781. doi: 10.1093/jamia/ocaa288. J Am Med Inform Assoc. 2021. PMID: 33313899 Free PMC article.
Predicting COVID-19 mortality with electronic medical records.
Estiri H, Strasser ZH, Klann JG, Naseri P, Wagholikar KB, Murphy SN. Estiri H, et al. Among authors: strasser zh. NPJ Digit Med. 2021 Feb 4;4(1):15. doi: 10.1038/s41746-021-00383-x. NPJ Digit Med. 2021. PMID: 33542473 Free PMC article.
Evolving phenotypes of non-hospitalized patients that indicate long COVID.
Estiri H, Strasser ZH, Brat GA, Semenov YR; Consortium for Characterization of COVID-19 by EHR (4CE); Patel CJ, Murphy SN. Estiri H, et al. Among authors: strasser zh. BMC Med. 2021 Sep 27;19(1):249. doi: 10.1186/s12916-021-02115-0. BMC Med. 2021. PMID: 34565368 Free PMC article.
Distinguishing Admissions Specifically for COVID-19 From Incidental SARS-CoV-2 Admissions: National Retrospective Electronic Health Record Study.
Klann JG, Strasser ZH, Hutch MR, Kennedy CJ, Marwaha JS, Morris M, Samayamuthu MJ, Pfaff AC, Estiri H, South AM, Weber GM, Yuan W, Avillach P, Wagholikar KB, Luo Y; Consortium for Clinical Characterization of COVID-19 by EHR (4CE); Omenn GS, Visweswaran S, Holmes JH, Xia Z, Brat GA, Murphy SN. Klann JG, et al. Among authors: strasser zh. J Med Internet Res. 2022 May 18;24(5):e37931. doi: 10.2196/37931. J Med Internet Res. 2022. PMID: 35476727 Free PMC article.
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. 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.
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.
Zhang HG, Dagliati A, Shakeri Hossein Abad Z, Xiong X, Bonzel CL, Xia Z, Tan BWQ, Avillach P, Brat GA, Hong C, Morris M, Visweswaran S, Patel LP, Gutiérrez-Sacristán A, Hanauer DA, Holmes JH, Samayamuthu MJ, Bourgeois FT, L'Yi S, Maidlow SE, Moal B, Murphy SN, Strasser ZH, Neuraz A, Ngiam KY, Loh NHW, Omenn GS, Prunotto A, Dalvin LA, Klann JG, Schubert P, Vidorreta FJS, Benoit V, Verdy G, Kavuluru R, Estiri H, Luo Y, Malovini A, Tibollo V, Bellazzi R, Cho K, Ho YL, Tan ALM, Tan BWL, Gehlenborg N, Lozano-Zahonero S, Jouhet V, Chiovato L, Aronow BJ, Toh EMS, Wong WGS, Pizzimenti S, Wagholikar KB, Bucalo M; Consortium for Clinical Characterization of COVID-19 by EHR (4CE); Cai T, South AM, Kohane IS, Weber GM. Zhang HG, et al. Among authors: strasser zh. NPJ Digit Med. 2022 Jun 29;5(1):81. doi: 10.1038/s41746-022-00623-8. NPJ Digit Med. 2022. PMID: 35768548 Free PMC article.
25 results