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2020 2
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Shared gene expression signatures between visceral adipose and skeletal muscle tissues are associated with cardiometabolic traits in children with obesity.
Bustos-Aibar M, Aguilera CM, Alcalá-Fdez J, Ruiz-Ojeda FJ, Plaza-Díaz J, Plaza-Florido A, Tofe I, Gil-Campos M, Gacto MJ, Anguita-Ruiz A. Bustos-Aibar M, et al. Among authors: alcala fdez j. Comput Biol Med. 2023 Sep;163:107085. doi: 10.1016/j.compbiomed.2023.107085. Epub 2023 Jun 14. Comput Biol Med. 2023. PMID: 37399741 Free article.
Omics Data Preprocessing for Machine Learning: A Case Study in Childhood Obesity.
Torres-Martos Á, Bustos-Aibar M, Ramírez-Mena A, Cámara-Sánchez S, Anguita-Ruiz A, Alcalá R, Aguilera CM, Alcalá-Fdez J. Torres-Martos Á, et al. Among authors: alcala fdez j. Genes (Basel). 2023 Jan 18;14(2):248. doi: 10.3390/genes14020248. Genes (Basel). 2023. PMID: 36833178 Free PMC article.
eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research.
Anguita-Ruiz A, Segura-Delgado A, Alcalá R, Aguilera CM, Alcalá-Fdez J. Anguita-Ruiz A, et al. Among authors: alcala fdez j. PLoS Comput Biol. 2020 Apr 10;16(4):e1007792. doi: 10.1371/journal.pcbi.1007792. eCollection 2020 Apr. PLoS Comput Biol. 2020. PMID: 32275707 Free PMC article.
Evaluation of the Predictive Ability, Environmental Regulation and Pharmacogenetics Utility of a BMI-Predisposing Genetic Risk Score during Childhood and Puberty.
Anguita-Ruiz A, González-Gil EM, Rupérez AI, Llorente-Cantarero FJ, Pastor-Villaescusa B, Alcalá-Fdez J, Moreno LA, Gil Á, Gil-Campos M, Bueno G, Leis R, Aguilera CM. Anguita-Ruiz A, et al. Among authors: alcala fdez j. J Clin Med. 2020 Jun 2;9(6):1705. doi: 10.3390/jcm9061705. J Clin Med. 2020. PMID: 32498346 Free PMC article.