Listar MA - Artículos por autor "Rojo-Martínez, Gemma"
Mostrando ítems 1-3 de 3
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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 ...