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Advancing microbiome research with machine learning: key findings from the ML4Microbiome COST action.
D'Elia D, Truu J, Lahti L, Berland M, Papoutsoglou G, Ceci M, Zomer A, Lopes MB, Ibrahimi E, Gruca A, Nechyporenko A, Frohme M, Klammsteiner T, Pau ECS, Marcos-Zambrano LJ, Hron K, Pio G, Simeon A, Suharoschi R, Moreno-Indias I, Temko A, Nedyalkova M, Apostol ES, Truică CO, Shigdel R, Telalović JH, Bongcam-Rudloff E, Przymus P, Jordamović NB, Falquet L, Tarazona S, Sampri A, Isola G, Pérez-Serrano D, Trajkovik V, Klucar L, Loncar-Turukalo T, Havulinna AS, Jansen C, Bertelsen RJ, Claesson MJ. D'Elia D, et al. Among authors: tarazona s. Front Microbiol. 2023 Sep 25;14:1257002. doi: 10.3389/fmicb.2023.1257002. eCollection 2023. Front Microbiol. 2023. PMID: 37808321 Free PMC article.
Machine learning approaches in microbiome research: challenges and best practices.
Papoutsoglou G, Tarazona S, Lopes MB, Klammsteiner T, Ibrahimi E, Eckenberger J, Novielli P, Tonda A, Simeon A, Shigdel R, Béreux S, Vitali G, Tangaro S, Lahti L, Temko A, Claesson MJ, Berland M. Papoutsoglou G, et al. Among authors: tarazona s. Front Microbiol. 2023 Sep 22;14:1261889. doi: 10.3389/fmicb.2023.1261889. eCollection 2023. Front Microbiol. 2023. PMID: 37808286 Free PMC article. Review.
Machine-learning-derived predictive score for early estimation of COVID-19 mortality risk in hospitalized patients.
González-Cebrián A, Borràs-Ferrís J, Ordovás-Baines JP, Hermenegildo-Caudevilla M, Climente-Marti M, Tarazona S, Vitale R, Palací-López D, Sierra-Sánchez JF, Saez de la Fuente J, Ferrer A. González-Cebrián A, et al. Among authors: tarazona s. PLoS One. 2022 Sep 22;17(9):e0274171. doi: 10.1371/journal.pone.0274171. eCollection 2022. PLoS One. 2022. PMID: 36137106 Free PMC article.
Reference-based comparison of adaptive immune receptor repertoires.
Weber CR, Rubio T, Wang L, Zhang W, Robert PA, Akbar R, Snapkov I, Wu J, Kuijjer ML, Tarazona S, Conesa A, Sandve GK, Liu X, Reddy ST, Greiff V. Weber CR, et al. Among authors: tarazona s. Cell Rep Methods. 2022 Aug 22;2(8):100269. doi: 10.1016/j.crmeth.2022.100269. eCollection 2022 Aug 22. Cell Rep Methods. 2022. PMID: 36046619 Free PMC article.
Gene-environment interaction analysis of redox-related metals and genetic variants with plasma metabolic patterns in a general population from Spain: The Hortega Study.
Galvez-Fernandez M, Sanchez-Saez F, Domingo-Relloso A, Rodriguez-Hernandez Z, Tarazona S, Gonzalez-Marrachelli V, Grau-Perez M, Morales-Tatay JM, Amigo N, Garcia-Barrera T, Gomez-Ariza JL, Chaves FJ, Garcia-Garcia AB, Melero R, Tellez-Plaza M, Martin-Escudero JC, Redon J, Monleon D. Galvez-Fernandez M, et al. Among authors: tarazona s. Redox Biol. 2022 Jun;52:102314. doi: 10.1016/j.redox.2022.102314. Epub 2022 Apr 14. Redox Biol. 2022. PMID: 35460952 Free PMC article.
Association Between Sex Hormone Levels and Clinical Outcomes in Patients With COVID-19 Admitted to Hospital: An Observational, Retrospective, Cohort Study.
Beltrame A, Salguero P, Rossi E, Conesa A, Moro L, Bettini LR, Rizzi E, D'Angió M, Deiana M, Piubelli C, Rebora P, Duranti S, Bonfanti P, Capua I, Tarazona S, Valsecchi MG. Beltrame A, et al. Among authors: tarazona s. Front Immunol. 2022 Jan 27;13:834851. doi: 10.3389/fimmu.2022.834851. eCollection 2022. Front Immunol. 2022. PMID: 35154158 Free PMC article.
Risk factors and bronchopulmonary dysplasia severity: data from the Spanish Bronchopulmonary Dysplasia Research Network.
Ramos-Navarro C, Maderuelo-Rodríguez E, Concheiro-Guisán A, Pérez-Tarazona S, Rueda-Esteban S, Sánchez-Torres A, Sánchez-Solís M, Sanz-López E, Sánchez-Luna M; GEIDIS Research Network. Ramos-Navarro C, et al. Eur J Pediatr. 2022 Feb;181(2):789-799. doi: 10.1007/s00431-021-04248-z. Epub 2021 Oct 1. Eur J Pediatr. 2022. PMID: 34596741
43 results