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In-silico generation of high-dimensional immune response data in patients using a deep neural network.
Fallahzadeh R, Bidoki NH, Stelzer IA, Becker M, Marić I, Chang AL, Culos A, Phongpreecha T, Xenochristou M, De Francesco D, Espinosa C, Berson E, Verdonk F, Angst MS, Gaudilliere B, Aghaeepour N. Fallahzadeh R, et al. Among authors: stelzer ia. Cytometry A. 2023 May;103(5):392-404. doi: 10.1002/cyto.a.24709. Epub 2022 Dec 27. Cytometry A. 2023. PMID: 36507780 Free PMC article.
Reply: Breastfeeding-related maternal microchimerism.
Kinder JM, Stelzer IA, Arck PC, Way SS. Kinder JM, et al. Among authors: stelzer ia. Nat Rev Immunol. 2017 Nov;17(11):730-1. doi: 10.1038/nri.2017.117. Epub 2017 Oct 3. Nat Rev Immunol. 2017. PMID: 28972207 No abstract available.
Differential Dynamics of the Maternal Immune System in Healthy Pregnancy and Preeclampsia.
Han X, Ghaemi MS, Ando K, Peterson LS, Ganio EA, Tsai AS, Gaudilliere DK, Stelzer IA, Einhaus J, Bertrand B, Stanley N, Culos A, Tanada A, Hedou J, Tsai ES, Fallahzadeh R, Wong RJ, Judy AE, Winn VD, Druzin ML, Blumenfeld YJ, Hlatky MA, Quaintance CC, Gibbs RS, Carvalho B, Shaw GM, Stevenson DK, Angst MS, Aghaeepour N, Gaudilliere B. Han X, et al. Among authors: stelzer ia. Front Immunol. 2019 Jun 11;10:1305. doi: 10.3389/fimmu.2019.01305. eCollection 2019. Front Immunol. 2019. PMID: 31263463 Free PMC article.
Multiomic immune clockworks of pregnancy.
Peterson LS, Stelzer IA, Tsai AS, Ghaemi MS, Han X, Ando K, Winn VD, Martinez NR, Contrepois K, Moufarrej MN, Quake S, Relman DA, Snyder MP, Shaw GM, Stevenson DK, Wong RJ, Arck P, Angst MS, Aghaeepour N, Gaudilliere B. Peterson LS, et al. Among authors: stelzer ia. Semin Immunopathol. 2020 Aug;42(4):397-412. doi: 10.1007/s00281-019-00772-1. Epub 2020 Feb 4. Semin Immunopathol. 2020. PMID: 32020337 Free PMC article. Review.
Preferential inhibition of adaptive immune system dynamics by glucocorticoids in patients after acute surgical trauma.
Ganio EA, Stanley N, Lindberg-Larsen V, Einhaus J, Tsai AS, Verdonk F, Culos A, Ghaemi S, Rumer KK, Stelzer IA, Gaudilliere D, Tsai E, Fallahzadeh R, Choisy B, Kehlet H, Aghaeepour N, Angst MS, Gaudilliere B. Ganio EA, et al. Among authors: stelzer ia. Nat Commun. 2020 Jul 27;11(1):3737. doi: 10.1038/s41467-020-17565-y. Nat Commun. 2020. PMID: 32719355 Free PMC article. Clinical Trial.
VoPo leverages cellular heterogeneity for predictive modeling of single-cell data.
Stanley N, Stelzer IA, Tsai AS, Fallahzadeh R, Ganio E, Becker M, Phongpreecha T, Nassar H, Ghaemi S, Maric I, Culos A, Chang AL, Xenochristou M, Han X, Espinosa C, Rumer K, Peterson L, Verdonk F, Gaudilliere D, Tsai E, Feyaerts D, Einhaus J, Ando K, Wong RJ, Obermoser G, Shaw GM, Stevenson DK, Angst MS, Gaudilliere B, Aghaeepour N. Stanley N, et al. Among authors: stelzer ia. Nat Commun. 2020 Jul 27;11(1):3738. doi: 10.1038/s41467-020-17569-8. Nat Commun. 2020. PMID: 32719375 Free PMC article.
Author Correction: Preferential inhibition of adaptive immune system dynamics by glucocorticoids in patients after acute surgical trauma.
Ganio EA, Stanley N, Lindberg-Larsen V, Einhaus J, Tsai AS, Verdonk F, Culos A, Ghaemi S, Rumer KK, Stelzer IA, Gaudilliere D, Tsai E, Fallahzadeh R, Choisy B, Kehlet H, Aghaeepour N, Angst MS, Gaudilliere B. Ganio EA, et al. Among authors: stelzer ia. Nat Commun. 2020 Sep 3;11(1):4495. doi: 10.1038/s41467-020-18410-y. Nat Commun. 2020. PMID: 32883978 Free PMC article.
Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions.
Culos A, Tsai AS, Stanley N, Becker M, Ghaemi MS, McIlwain DR, Fallahzadeh R, Tanada A, Nassar H, Espinosa C, Xenochristou M, Ganio E, Peterson L, Han X, Stelzer IA, Ando K, Gaudilliere D, Phongpreecha T, Marić I, Chang AL, Shaw GM, Stevenson DK, Bendall S, Davis KL, Fantl W, Nolan GP, Hastie T, Tibshirani R, Angst MS, Gaudilliere B, Aghaeepour N. Culos A, et al. Among authors: stelzer ia. Nat Mach Intell. 2020 Oct;2(10):619-628. doi: 10.1038/s42256-020-00232-8. Epub 2020 Oct 12. Nat Mach Intell. 2020. PMID: 33294774 Free PMC article.
36 results