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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: montanari a. 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: montanari a. 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.
Early prediction of preeclampsia via machine learning.
Marić I, Tsur A, Aghaeepour N, Montanari A, Stevenson DK, Shaw GM, Winn VD. Marić I, et al. Among authors: montanari a. Am J Obstet Gynecol MFM. 2020 May;2(2):100100. doi: 10.1016/j.ajogmf.2020.100100. Epub 2020 Mar 14. Am J Obstet Gynecol MFM. 2020. PMID: 33345966
A mean field view of the landscape of two-layer neural networks.
Mei S, Montanari A, Nguyen PM. Mei S, et al. Among authors: montanari a. Proc Natl Acad Sci U S A. 2018 Aug 14;115(33):E7665-E7671. doi: 10.1073/pnas.1806579115. Epub 2018 Jul 27. Proc Natl Acad Sci U S A. 2018. PMID: 30054315 Free PMC article.
Message-passing algorithms for compressed sensing.
Donoho DL, Maleki A, Montanari A. Donoho DL, et al. Among authors: montanari a. Proc Natl Acad Sci U S A. 2009 Nov 10;106(45):18914-9. doi: 10.1073/pnas.0909892106. Epub 2009 Oct 26. Proc Natl Acad Sci U S A. 2009. PMID: 19858495 Free PMC article.
The spread of innovations in social networks.
Montanari A, Saberi A. Montanari A, et al. Proc Natl Acad Sci U S A. 2010 Nov 23;107(47):20196-201. doi: 10.1073/pnas.1004098107. Epub 2010 Nov 12. Proc Natl Acad Sci U S A. 2010. PMID: 21076030 Free PMC article.
A Low-Cost Method for Multiple Disease Prediction.
Bayati M, Bhaskar S, Montanari A. Bayati M, et al. Among authors: montanari a. AMIA Annu Symp Proc. 2015 Nov 5;2015:329-38. eCollection 2015. AMIA Annu Symp Proc. 2015. PMID: 26958164 Free PMC article.
475 results