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Network medicine framework for identifying drug-repurposing opportunities for COVID-19.
Morselli Gysi D, do Valle Í, Zitnik M, Ameli A, Gan X, Varol O, Ghiassian SD, Patten JJ, Davey RA, Loscalzo J, Barabási AL. Morselli Gysi D, et al. Among authors: zitnik m. Proc Natl Acad Sci U S A. 2021 May 11;118(19):e2025581118. doi: 10.1073/pnas.2025581118. Proc Natl Acad Sci U S A. 2021. PMID: 33906951 Free PMC article.
Identification of potent inhibitors of SARS-CoV-2 infection by combined pharmacological evaluation and cellular network prioritization.
Patten JJ, Keiser PT, Morselli-Gysi D, Menichetti G, Mori H, Donahue CJ, Gan X, Valle ID, Geoghegan-Barek K, Anantpadma M, Boytz R, Berrigan JL, Stubbs SH, Ayazika T, O'Leary C, Jalloh S, Wagner F, Ayehunie S, Elledge SJ, Anderson D, Loscalzo J, Zitnik M, Gummuluru S, Namchuk MN, Barabási AL, Davey RA. Patten JJ, et al. Among authors: zitnik m. iScience. 2022 Sep 16;25(9):104925. doi: 10.1016/j.isci.2022.104925. Epub 2022 Aug 13. iScience. 2022. PMID: 35992305 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: zitnik m. ArXiv [Preprint]. 2021 Jan 11:arXiv:2101.04013v1. ArXiv. 2021. PMID: 33442560 Free PMC article. Updated. Preprint.
Multimodal representation learning for predicting molecule-disease relations.
Wen J, Zhang X, Rush E, Panickan VA, Li X, Cai T, Zhou D, Ho YL, Costa L, Begoli E, Hong C, Gaziano JM, Cho K, Lu J, Liao KP, Zitnik M, Cai T. Wen J, et al. Among authors: zitnik m. Bioinformatics. 2023 Feb 3;39(2):btad085. doi: 10.1093/bioinformatics/btad085. Bioinformatics. 2023. PMID: 36805623 Free PMC article.
104 results