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Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity.
Ravindra NG, Espinosa C, Berson E, Phongpreecha T, Zhao P, Becker M, Chang AL, Shome S, Marić I, De Francesco D, Mataraso S, Saarunya G, Thuraiappah M, Xue L, Gaudillière B, Angst MS, Shaw GM, Herzog ED, Stevenson DK, England SK, Aghaeepour N. Ravindra NG, et al. Among authors: maric i. NPJ Digit Med. 2023 Sep 28;6(1):171. doi: 10.1038/s41746-023-00911-x. NPJ Digit Med. 2023. PMID: 37770643 Free PMC article.
Residential agricultural pesticide exposures and risks of preeclampsia.
Shaw GM, Yang W, Roberts EM, Aghaeepour N, Mayo JA, Weber KA, Maric I, Carmichael SL, Winn VD, Stevenson DK, English PB. Shaw GM, et al. Among authors: maric i. Environ Res. 2018 Jul;164:546-555. doi: 10.1016/j.envres.2018.03.020. Epub 2018 Mar 31. Environ Res. 2018. PMID: 29614386 Free PMC article.
Multiomics modeling of the immunome, transcriptome, microbiome, proteome and metabolome adaptations during human pregnancy.
Ghaemi MS, DiGiulio DB, Contrepois K, Callahan B, Ngo TTM, Lee-McMullen B, Lehallier B, Robaczewska A, Mcilwain D, Rosenberg-Hasson Y, Wong RJ, Quaintance C, Culos A, Stanley N, Tanada A, Tsai A, Gaudilliere D, Ganio E, Han X, Ando K, McNeil L, Tingle M, Wise P, Maric I, Sirota M, Wyss-Coray T, Winn VD, Druzin ML, Gibbs R, Darmstadt GL, Lewis DB, Partovi Nia V, Agard B, Tibshirani R, Nolan G, Snyder MP, Relman DA, Quake SR, Shaw GM, Stevenson DK, Angst MS, Gaudilliere B, Aghaeepour N. Ghaemi MS, et al. Among authors: maric i. Bioinformatics. 2019 Jan 1;35(1):95-103. doi: 10.1093/bioinformatics/bty537. Bioinformatics. 2019. PMID: 30561547 Free PMC article.
Increased Carbon Monoxide Washout Rates in Newborn Infants.
Stevenson DK, Wong RJ, Ostrander CR, Maric I, Vreman HJ, Cohen RS. Stevenson DK, et al. Among authors: maric i. Neonatology. 2020;117(1):118-122. doi: 10.1159/000503635. Epub 2019 Oct 21. Neonatology. 2020. PMID: 31634890
Changes in pregnancy-related serum biomarkers early in gestation are associated with later development of preeclampsia.
Hao S, You J, Chen L, Zhao H, Huang Y, Zheng L, Tian L, Maric I, Liu X, Li T, Bianco YK, Winn VD, Aghaeepour N, Gaudilliere B, Angst MS, Zhou X, Li YM, Mo L, Wong RJ, Shaw GM, Stevenson DK, Cohen HJ, Mcelhinney DB, Sylvester KG, Ling XB. Hao S, et al. Among authors: maric i. PLoS One. 2020 Mar 3;15(3):e0230000. doi: 10.1371/journal.pone.0230000. eCollection 2020. PLoS One. 2020. PMID: 32126118 Free PMC article.
Towards personalized medicine in maternal and child health: integrating biologic and social determinants.
Stevenson DK, Wong RJ, Aghaeepour N, Maric I, Angst MS, Contrepois K, Darmstadt GL, Druzin ML, Eisenberg ML, Gaudilliere B, Gibbs RS, Gotlib IH, Gould JB, Lee HC, Ling XB, Mayo JA, Moufarrej MN, Quaintance CC, Quake SR, Relman DA, Sirota M, Snyder MP, Sylvester KG, Hao S, Wise PH, Shaw GM, Katz M. Stevenson DK, et al. Among authors: maric i. Pediatr Res. 2021 Jan;89(2):252-258. doi: 10.1038/s41390-020-0981-8. Epub 2020 May 26. Pediatr Res. 2021. PMID: 32454518 Free PMC article. No abstract available.
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: maric i. Nat Commun. 2020 Jul 27;11(1):3738. doi: 10.1038/s41467-020-17569-8. Nat Commun. 2020. PMID: 32719375 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: maric i. 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.
310 results