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Page 1
Discovery of sparse, reliable omic biomarkers with Stabl.
Hédou J, Marić I, Bellan G, Einhaus J, Gaudillière DK, Ladant FX, Verdonk F, Stelzer IA, Feyaerts D, Tsai AS, Ganio EA, Sabayev M, Gillard J, Amar J, Cambriel A, Oskotsky TT, Roldan A, Golob JL, Sirota M, Bonham TA, Sato M, Diop M, Durand X, Angst MS, Stevenson DK, Aghaeepour N, Montanari A, Gaudillière B. Hédou J, et al. Among authors: angst ms. Nat Biotechnol. 2024 Jan 2. doi: 10.1038/s41587-023-02033-x. Online ahead of print. Nat Biotechnol. 2024. PMID: 38168992
Stabl: sparse and reliable biomarker discovery in predictive modeling of high-dimensional omic data.
Hédou J, Marić I, Bellan G, Einhaus J, Gaudillière DK, Ladant FX, Verdonk F, Stelzer IA, Feyaerts D, Tsai AS, Ganio EA, Sabayev M, Gillard J, Bonham TA, Sato M, Diop M, Angst MS, Stevenson D, Aghaeepour N, Montanari A, Gaudillière B. Hédou J, et al. Among authors: angst ms. Res Sq [Preprint]. 2023 Feb 28:rs.3.rs-2609859. doi: 10.21203/rs.3.rs-2609859/v1. Res Sq. 2023. PMID: 36909508 Free PMC article. Updated. Preprint.
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: angst ms. 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: angst ms. 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: angst ms. Nat Commun. 2020 Sep 3;11(1):4495. doi: 10.1038/s41467-020-18410-y. Nat Commun. 2020. PMID: 32883978 Free PMC article.
A Peripheral Immune Signature of Labor Induction.
Ando K, Hédou JJ, Feyaerts D, Han X, Ganio EA, Tsai ES, Peterson LS, Verdonk F, Tsai AS, Marić I, Wong RJ, Angst MS, Aghaeepour N, Stevenson DK, Blumenfeld YJ, Sultan P, Carvalho B, Stelzer IA, Gaudillière B. Ando K, et al. Among authors: angst ms. Front Immunol. 2021 Sep 9;12:725989. doi: 10.3389/fimmu.2021.725989. eCollection 2021. Front Immunol. 2021. PMID: 34566984 Free PMC article.
Integrated Single-cell and Plasma Proteomic Modeling to Predict Surgical Site Complications: A Prospective Cohort Study.
Rumer KK, Hedou J, Tsai A, Einhaus J, Verdonk F, Stanley N, Choisy B, Ganio E, Bonham A, Jacobsen D, Warrington B, Gao X, Tingle M, McAllister TN, Fallahzadeh R, Feyaerts D, Stelzer I, Gaudilliere D, Ando K, Shelton A, Morris A, Kebebew E, Aghaeepour N, Kin C, Angst MS, Gaudilliere B. Rumer KK, et al. Among authors: angst ms. Ann Surg. 2022 Mar 1;275(3):582-590. doi: 10.1097/SLA.0000000000005348. Ann Surg. 2022. PMID: 34954754 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: angst ms. 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.
Integrated trajectories of the maternal metabolome, proteome, and immunome predict labor onset.
Stelzer IA, Ghaemi MS, Han X, Ando K, Hédou JJ, Feyaerts D, Peterson LS, Rumer KK, Tsai ES, Ganio EA, Gaudillière DK, Tsai AS, Choisy B, Gaigne LP, Verdonk F, Jacobsen D, Gavasso S, Traber GM, Ellenberger M, Stanley N, Becker M, Culos A, Fallahzadeh R, Wong RJ, Darmstadt GL, Druzin ML, Winn VD, Gibbs RS, Ling XB, Sylvester K, Carvalho B, Snyder MP, Shaw GM, Stevenson DK, Contrepois K, Angst MS, Aghaeepour N, Gaudillière B. Stelzer IA, et al. Among authors: angst ms. Sci Transl Med. 2021 May 5;13(592):eabd9898. doi: 10.1126/scitranslmed.abd9898. Sci Transl Med. 2021. PMID: 33952678 Free PMC article.
141 results