Listar por autor "Rojo-Martínez, Gemma"
Mostrando ítems 1-11 de 11
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A proposal of a mixed diagnostic system based on decision trees and probabilistic experts rules
Aguilera-Venegas, Gabriel
; Roanes-Lozano, Eugenio; Rojo-Martínez, Gemma; Galán-García, José Luis (2023)
Decision trees and rule-based expert systems (RBES) are standard diagnostic tools. We propose a mixed technique that starts with a probabilistic decision tree where information is obtained from a real world data base. The ... -
Association between exposure to air pollution and blood lipids in the general population of Spain.
Valdés Hernández, Sergio; Doulatram Gamgaram, Viyey Kishore; Maldonado Araque, Cristina; García-Escobar, Eva; García Serrano, Sara; Oualla-Bachiri, Wasima; García- Vivanco, Marta; Garrido, Juan Luis; Gil, Victoria; Martín-Llorente, Fernando; Calle-Pascual, Alfonso; Castaño, Luís; Delgado, Elías; Menéndez, Edelmiro; Franch-Nadal, Josep; Gaztambide, Sonia; Girbés, Joan; Chaves, F. Javier; Galán-García, José Luis; Aguilera-Venegas, Gabriel; Vallvé, Joan Carles; Amigó, Nuria; Guardiola, Montse; Ribalta, Josep; Rojo-Martínez, Gemma[et al.] (Wiley, 2023-09-23)
Background and Aims: We aimed to assess the associations of exposure to air pollutants and standard and advanced lipoprotein measures, in a nationwide sample representative of the adult population of Spain.Methods: ... -
Comparing and Tuning Machine Learning Algorithms to Predict Type 2 Diabetes Mellitus
Aguilera-Venegas, Gabriel; López-Molina, Amador; Rojo-Martínez, Gemma; Galán-García, José Luis (Elsevier, 2023)
The main goals of this work are to study and compare machine learning algorithms to predict the development of type 2 diabetes mellitus. Four classification algorithms have been considered, studying and comparing the ... -
Comparing and Tuning Machine Learning Algorithms to Predict Type 2 Diabetes Mellitus
Aguilera-Venegas, Gabriel; López-Molina, Amador; Galán-García, José Luis; Rojo-Martínez, Gemma (2022-06-13)
The main goals of this work is to study and compare machine learning algorithms to predict the development of type 2 diabetes mellitus. Four classifi cation algorithms have been considered, studying and comparing the ... -
Epigenetic changes in the metabolically healthy obese: A case-control versus a prospective study
(Wiley, 2022-03-28)Obesity has become a worldwide health problem, in which latest statistics reported an increased trend over the last years. Accordingly, long-term obesity is involved in an increased risk of developing several metabolic ... -
Evaluación del metabolismo hidrocarbonado y riesgo de diabetes en sujetos hospitalizados por cardiopatía isquémica
(Universidad de Málaga, Servicio de Publicaciones y Divulgación Científica, 2014)Este trabajo forma parte de un proyecto de evaluación clínica global de los pacientes hospitalizados en una planta de Cardiología del Hospital Regional de Málaga, y consta de dos partes: 1ª parte. Estudio transversal ... -
Factores medioambientales y su implicación en la epidemiologia de las enfermedades metabólicas. Estudio di@bet.es.
(UMA Editorial, 2024)Antecedentes: La influencia de factores ambientales como la temperatura y la contaminación del aire en la salud metabólica y cardiovascular ha sido objeto de interés, pero su impacto específico en la población española no ... -
Oxidative and inflammatory effects of pulmonary rehabilitation in patients with bronchiectasis. A prospective, randomized study.
Olveira-Fuster, Casilda; García-Escobar, Eva; Doña, Esperanza; Palenque-Lobato, Francisco Javier; Porras, Nuria; Dorado, Antonio; Godoy, Ana Maria; Rubio-Martín, Elezahara; Bermúdez Silva, Francisco Javier; Romero-Zerbo, Silvana Yanina; Rojo-Martínez, Gemma; Martín-Valero, Rocío; Abuín-Fernández, José; Olveira-Fuster, Gabriel María[et al.] (Arán, 2020)
Background: systemic inflammation and oxidative stress are important factors in the pathogenesis of bronchiectasis. Pulmonary rehabilitation (PR) is recommended for bronchiectasis, but there is no data about its effect on ... -
Rich oleocanthal and oleacein extra virgin olive oil and inflammatory and antioxidant status in people with obesity and prediabetes. The APRIL study: A randomised, controlled crossover study
Ruiz-García, Ignacio; Ortiz-Flores, Rodolfo; Badía, Rocío; García-Borrego, Aranzazu; García-Fernández, María Inmaculada; Lara, Estrella; Martín-Montañez, Elisa; García Serrano, Sara; Valdés, Sergio; Gonzalo, Montserrat; Tapia Guerrero, María José; Fernández-García, José Carlos; Sánchez-García, Alicia; Muñoz-Cobos, Francisca; Calderón-Cid, Miguel; El-Bekay, Rajaa; Covas, María-Isabel; Rojo-Martínez, Gemma; Olveira-Fuster, Gabriel María; Romero-Zerbo, Silvana Yanina; Bermúdez Silva, Francisco Javier[et al.] (Elsevier, 2023)
Background: Oleocanthal and oleacein are olive oil phenolic compounds with well known anti inflammatory and anti-oxidant properties. The main evidence, however, is provided by experimental studies. Few human studies have ... -
Sistemas de infusión subcutánea continua de insulina en personas con diabetes tipo 1. Una experiencia biopsicosocial
(Servicio de Publicaciones y Divulgacion Cientifica, 2015)El tratamiento intensivo insulínico reduce el riesgo de complicaciones en las personas con DM1 y es el tratamiento de elección desde el diagnóstico de la enfermedad utilizando múltiples dosis de insulina (MDI) o mediante ... -
The Atypical Cannabinoid Abn-CBD Reduces Inflammation and Protects Liver, Pancreas, and Adipose Tissue in a Mouse Model of Prediabetes and Non-alcoholic Fatty Liver Disease
Romero-Zerbo, Silvana Yanina; García-Fernández, María Inmaculada; Espinosa-Jiménez, Vanesa; Pozo-Morales, Macarena; Escamilla-Sánchez, Alejandro; Sánchez-Salido, Lourdes; Lara, Estrella; Cobo-Vuilleumier, Nadia; Rafacho, Alex; Olveira-Fuster, Gabriel María; Rojo-Martínez, Gemma; Gauthier, Benoit R.; González-Mariscal, Isabel; Bermúdez Silva, Francisco Javier[et al.] (Frontiers, 2020-03-06)
Background and Aims: The synthetic atypical cannabinoid Abn-CBD, a cannabidiol (CBD) derivative, has been recently shown to modulate the immune system in different organs, but its impact in obesity-related meta-inflammation ...