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A longitudinal big data approach for precision health.
Schüssler-Fiorenza Rose SM, Contrepois K, Moneghetti KJ, Zhou W, Mishra T, Mataraso S, Dagan-Rosenfeld O, Ganz AB, Dunn J, Hornburg D, Rego S, Perelman D, Ahadi S, Sailani MR, Zhou Y, Leopold SR, Chen J, Ashland M, Christle JW, Avina M, Limcaoco P, Ruiz C, Tan M, Butte AJ, Weinstock GM, Slavich GM, Sodergren E, McLaughlin TL, Haddad F, Snyder MP. Schüssler-Fiorenza Rose SM, et al. Among authors: mataraso s. Nat Med. 2019 May;25(5):792-804. doi: 10.1038/s41591-019-0414-6. Epub 2019 May 8. Nat Med. 2019. PMID: 31068711 Free PMC article.
Data-driven longitudinal characterization of neonatal health and morbidity.
De Francesco D, Reiss JD, Roger J, Tang AS, Chang AL, Becker M, Phongpreecha T, Espinosa C, Morin S, Berson E, Thuraiappah M, Le BL, Ravindra NG, Payrovnaziri SN, Mataraso S, Kim Y, Xue L, Rosenstein MG, Oskotsky T, Marić I, Gaudilliere B, Carvalho B, Bateman BT, Angst MS, Prince LS, Blumenfeld YJ, Benitz WE, Fuerch JH, Shaw GM, Sylvester KG, Stevenson DK, Sirota M, Aghaeepour N. De Francesco D, et al. Among authors: mataraso s. Sci Transl Med. 2023 Feb 15;15(683):eadc9854. doi: 10.1126/scitranslmed.adc9854. Epub 2023 Feb 15. Sci Transl Med. 2023. PMID: 36791208 Free PMC article.
Multiomic signals associated with maternal epidemiological factors contributing to preterm birth in low- and middle-income countries.
Espinosa CA, Khan W, Khanam R, Das S, Khalid J, Pervin J, Kasaro MP, Contrepois K, Chang AL, Phongpreecha T, Michael B, Ellenberger M, Mehmood U, Hotwani A, Nizar A, Kabir F, Wong RJ, Becker M, Berson E, Culos A, De Francesco D, Mataraso S, Ravindra N, Thuraiappah M, Xenochristou M, Stelzer IA, Marić I, Dutta A, Raqib R, Ahmed S, Rahman S, Hasan ASMT, Ali SM, Juma MH, Rahman M, Aktar S, Deb S, Price JT, Wise PH, Winn VD, Druzin ML, Gibbs RS, Darmstadt GL, Murray JC, Stringer JSA, Gaudilliere B, Snyder MP, Angst MS, Rahman A, Baqui AH, Jehan F, Nisar MI, Vwalika B, Sazawal S, Shaw GM, Stevenson DK, Aghaeepour N. Espinosa CA, et al. Among authors: mataraso s. Sci Adv. 2023 May 24;9(21):eade7692. doi: 10.1126/sciadv.ade7692. Epub 2023 May 26. Sci Adv. 2023. PMID: 37224249 Free PMC article.
Whole genome deconvolution unveils Alzheimer's resilient epigenetic signature.
Berson E, Sreenivas A, Phongpreecha T, Perna A, Grandi FC, Xue L, Ravindra NG, Payrovnaziri N, Mataraso S, Kim Y, Espinosa C, Chang AL, Becker M, Montine KS, Fox EJ, Chang HY, Corces MR, Aghaeepour N, Montine TJ. Berson E, et al. Among authors: mataraso s. Nat Commun. 2023 Aug 16;14(1):4947. doi: 10.1038/s41467-023-40611-4. Nat Commun. 2023. PMID: 37587197 Free PMC article.
Revealing the impact of lifestyle stressors on the risk of adverse pregnancy outcomes with multitask machine learning.
Becker M, Dai J, Chang AL, Feyaerts D, Stelzer IA, Zhang M, Berson E, Saarunya G, De Francesco D, Espinosa C, Kim Y, Marić I, Mataraso S, Payrovnaziri SN, Phongpreecha T, Ravindra NG, Shome S, Tan Y, Thuraiappah M, Xue L, Mayo JA, Quaintance CC, Laborde A, King LS, Dhabhar FS, Gotlib IH, Wong RJ, Angst MS, Shaw GM, Stevenson DK, Gaudilliere B, Aghaeepour N. Becker M, et al. Among authors: mataraso s. Front Pediatr. 2022 Dec 13;10:933266. doi: 10.3389/fped.2022.933266. eCollection 2022. Front Pediatr. 2022. PMID: 36582513 Free PMC article.
Cost and mortality impact of an algorithm-driven sepsis prediction system.
Calvert J, Hoffman J, Barton C, Shimabukuro D, Ries M, Chettipally U, Kerem Y, Jay M, Mataraso S, Das R. Calvert J, et al. Among authors: mataraso s. J Med Econ. 2017 Jun;20(6):646-651. doi: 10.1080/13696998.2017.1307203. Epub 2017 Apr 3. J Med Econ. 2017. PMID: 28294646 Free article.
Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY trial.
Burdick H, Lam C, Mataraso S, Siefkas A, Braden G, Dellinger RP, McCoy A, Vincent JL, Green-Saxena A, Barnes G, Hoffman J, Calvert J, Pellegrini E, Das R. Burdick H, et al. Among authors: mataraso s. Comput Biol Med. 2020 Sep;124:103949. doi: 10.1016/j.compbiomed.2020.103949. Epub 2020 Aug 6. Comput Biol Med. 2020. PMID: 32798922 Free PMC article. Clinical Trial.
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