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Contrastive learning improves critical event prediction in COVID-19 patients.
Wanyan T, Honarvar H, Jaladanki SK, Zang C, Naik N, Somani S, De Freitas JK, Paranjpe I, Vaid A, Zhang J, Miotto R, Wang Z, Nadkarni GN, Zitnik M, Azad A, Wang F, Ding Y, Glicksberg BS. Wanyan T, et al. Among authors: wang f, wang z. Patterns (N Y). 2021 Dec 10;2(12):100389. doi: 10.1016/j.patter.2021.100389. Epub 2021 Oct 25. Patterns (N Y). 2021. PMID: 34723227 Free PMC article.
Design and validation of a FHIR-based EHR-driven phenotyping toolbox.
Brandt PS, Pacheco JA, Adekkanattu P, Sholle ET, Abedian S, Stone DJ, Knaack DM, Xu J, Xu Z, Peng Y, Benda NC, Wang F, Luo Y, Jiang G, Pathak J, Rasmussen LV. Brandt PS, et al. Among authors: wang f. J Am Med Inform Assoc. 2022 Aug 16;29(9):1449-1460. doi: 10.1093/jamia/ocac063. J Am Med Inform Assoc. 2022. PMID: 35799370 Free PMC article.
Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients.
Wanyan T, Honarvar H, Jaladanki SK, Zang C, Naik N, Somani S, Freitas JK, Paranjpe I, Vaid A, Miotto R, Nadkarni GN, Zitnik M, ArifulAzad, Wang F, Ding Y, Glicksberg BS. Wanyan T, et al. Among authors: wang f. ArXiv [Preprint]. 2021 Jan 11:arXiv:2101.04013v1. ArXiv. 2021. Update in: Patterns (N Y). 2021 Dec 10;2(12):100389. doi: 10.1016/j.patter.2021.100389 PMID: 33442560 Free PMC article. Updated. Preprint.
Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk.
Chao G, Mao C, Wang F, Zhao Y, Luo Y. Chao G, et al. Among authors: wang f. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2018 Dec;2018:1189-1194. doi: 10.1109/BIBM.2018.8621403. Epub 2019 Jan 24. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2018. PMID: 31360595 Free PMC article.
Developing a FHIR-based EHR phenotyping framework: A case study for identification of patients with obesity and multiple comorbidities from discharge summaries.
Hong N, Wen A, Stone DJ, Tsuji S, Kingsbury PR, Rasmussen LV, Pacheco JA, Adekkanattu P, Wang F, Luo Y, Pathak J, Liu H, Jiang G. Hong N, et al. Among authors: wang f. J Biomed Inform. 2019 Nov;99:103310. doi: 10.1016/j.jbi.2019.103310. Epub 2019 Oct 14. J Biomed Inform. 2019. PMID: 31622801 Free PMC article.
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