Augusto Anguita-Ruiz

All papers authored by Augusto Anguita-Ruiz

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2023 Alberto Ramírez-Mena

, Eduardo Andrés-León

, Maria Jesus Alvarez-Cubero

, Augusto Anguita-Ruiz

, Luis Javier Martinez-Gonzalez

, Jesus Alcala-Fdez

Explainable artificial intelligence to predict and identify prostate cancer tissue by gene expression

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Carmen Biedma-Rdguez

, María José Gacto

, Augusto Anguita-Ruiz

, Rafael Alcalá

, Concepción María Aguilera

, Jesús Alcalá-Fdez

Learning positive-negative rule-based fuzzy associative classifiers with a good trade-off between complexity and accuracy

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Álvaro Torres-Martos

, Mireia Bustos-Aibar

, Alberto Ramírez-Mena

, Sofía Cámara-Sánchez, Augusto Anguita-Ruiz

, Rafael Alcalá

, Concepción M. Aguilera

, Jesús Alcalá-Fdez

Omics Data Preprocessing for Machine Learning: A Case Study in Childhood Obesity

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2022 Carmen Biedma-Rdguez

, María José Gacto

, Augusto Anguita-Ruiz

, Jesús Alcalá-Fdez

, Rafael Alcalá

Transparent but Accurate Evolutionary Regression Combining New Linguistic Fuzzy Grammar and a Novel Interpretable Linear Extension

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Álvaro Torres-Martos

, Augusto Anguita-Ruiz

, Mireia Bustos-Aibar

, Sofia Cámara-Sánchez

, Rafael Alcalá

, Concepción M. Aguilera

, Jesús Alcalá-Fdez

Human Multi-omics Data Pre-processing for Predictive Purposes Using Machine Learning: A Case Study in Childhood Obesity

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2021 Liliane Viana Pires

, Esther M. González-Gil

, Augusto Anguita-Ruiz

, Gloria Bueno, Mercedes Gil-Campos

, Rocío Vázquez-Cobela

, Alexandra Pérez-Ferreirós

, Luis A. Moreno

, Ángel Gil

, Rosaura Leis

, Concepción M. Aguilera

The Vitamin D Decrease in Children with Obesity Is Associated with the Development of Insulin Resistance during Puberty: The PUBMEP Study

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Augusto Anguita-Ruiz

, Mireia Bustos-Aibar, Julio Plaza-Díaz

, Andrea Mendez-Gutierrez, Jesús Alcalá-Fdez

, Concepción María Aguilera

, Francisco Javier Ruiz-Ojeda

Omics Approaches in Adipose Tissue and Skeletal Muscle Addressing the Role of Extracellular Matrix in Obesity and Metabolic Dysfunction

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Francisco Jesús Llorente-Cantarero

, Francisco Javier Aguilar-Gómez

, Rosaura Leis

, Gloria Bueno, Azahara I. Rupérez

, Augusto Anguita-Ruiz

, Rocío Vázquez-Cobela, María Dolores Mesa

, Luis A. Moreno

, Ángel Gil

, Concepción María Aguilera

, Mercedes Gil-Campos

Relationship between Physical Activity, Oxidative Stress, and Total Plasma Antioxidant Capacity in Spanish Children from the GENOBOX Study

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2020 Francisco Jesús Llorente-Cantarero

, Francisco Javier Aguilar-Gómez

, Augusto Anguita-Ruiz

, Azahara Iris Rupérez

, Rocío Vázquez-Cobela

, Katherine Flores-Rojas, Concepción M. Aguilera

, Esther M. Gonzalez-Gil

, Mercedes Gil-Campos

, Gloria Bueno-Lozano

, Rosaura Leis

Changes in Physical Activity Patterns from Childhood to Adolescence: Genobox Longitudinal Study

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Augusto Anguita-Ruiz

, Esther M. González-Gil

, Azahara I. Rupérez

, Francisco Jesús Llorente-Cantarero

, Belén Pastor-Villaescusa

, Jesús Alcalá-Fdez

, Luis A. Moreno

, Ángel Gil

, Mercedes Gil-Campos

, Gloria Bueno, Rosaura Leis

, Concepción M. Aguilera

Evaluation of the Predictive Ability, Environmental Regulation and Pharmacogenetics Utility of a BMI-Predisposing Genetic Risk Score during Childhood and Puberty

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Rosaura Leis

, Jose Manuel Jurado-Castro

, Francisco Jesus Llorente-Cantarero

, Augusto Anguita-Ruiz

, Azahara Iris Rupérez

, Juan Jose Bedoya-Carpente, Rocío Vázquez-Cobela

, Concepción María Aguilera

, Gloria Bueno, Mercedes Gil-Campos

Cluster Analysis of Physical Activity Patterns, and Relationship with Sedentary Behavior and Healthy Lifestyles in Prepubertal Children: Genobox Cohort

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Augusto Anguita-Ruiz

, Alberto Segura-Delgado, Rafael Alcalá

, Concepción M. Aguilera, Jesús Alcalá-Fdez

eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research

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2019 Augusto Anguita-Ruiz

, Belén Pastor-Villaescusa

, Rosaura Leis

, Gloria Bueno, Raúl Hoyos, Rocío Vázquez-Cobela

, Miriam Latorre-Millán

, M. Dolores Cañete

, Javier Caballero-Villarraso

, Ángel Gil

, Ramón Cañete, Concepción M. Aguilera

Common Variants in 22 Genes Regulate Response to Metformin Intervention in Children with Obesity: A Pharmacogenetic Study of a Randomized Controlled Trial

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Augusto Anguita-Ruiz

, Julio Plaza-Diaz, Francisco Javier Ruiz-Ojeda, Azahara I. Rupérez

, Rosaura Leis, Gloria Bueno, Mercedes Gil-Campos

, Rocío Vázquez-Cobela

, Ramón Cañete, Luis A. Moreno, Ángel Gil

, Concepción María Aguilera

X chromosome genetic data in a Spanish children cohort, dataset description and analysis pipeline

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Francisco Javier Ruiz-Ojeda, Augusto Anguita-Ruiz

, Azahara I. Rupérez

, Carolina Gomez-Llorente

, Josune Olza, Rocío Vázquez-Cobela

, Mercedes Gil-Campos

, Gloria Bueno, Rosaura Leis

, Ramón Cañete, Luis A. Moreno, Angel Gil

, Concepcion Maria Aguilera

Effects of X-chromosome Tenomodulin Genetic Variants on Obesity in a Children’s Cohort and Implications of the Gene in Adipocyte Metabolism

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All papers authored by Augusto Anguita-Ruiz