Machine learning analysis of TCGA cancer data

por Liñares-Blanco, Jose, Pazos, Alejandro, Fernandez-Lozano, Carlos
Publicado 2021

ISG15, a Small Molecule with Huge Implications: Regulation of Mitochondrial Homeostasis

por Albert, Manuel, Bécares, Martina, Falqui, Michela, Fernández-Lozano, Carlos, Guerra, Susana
Publicado 2018

Visual complexity modelling based on image features fusion of multiple kernels

por Fernandez-Lozano, Carlos, Carballal, Adrian, Machado, Penousal, Santos, Antonino, Romero, Juan
Publicado 2019

Molecular docking and machine learning analysis of Abemaciclib in colon cancer

por Liñares-Blanco, Jose, Munteanu, Cristian R., Pazos, Alejandro, Fernandez-Lozano, Carlos
Publicado 2020

Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks

por Carballal, Adrian, Galego-Carro, J. Pablo, Rodriguez-Fernandez, Nereida, Fernandez-Lozano, Carlos
Publicado 2022

A methodology for the design of experiments in computational intelligence with multiple regression models

por Fernandez-Lozano, Carlos, Gestal, Marcos, Munteanu, Cristian R., Dorado, Julian, Pazos, Alejandro
Publicado 2016

Prediction of high anti-angiogenic activity peptides in silico using a generalized linear model and feature selection

por Blanco, Jose Liñares, Porto-Pazos, Ana B., Pazos, Alejandro, Fernandez-Lozano, Carlos
Publicado 2018

Comparison of Outlier-Tolerant Models for Measuring Visual Complexity

por Carballal, Adrian, Fernandez-Lozano, Carlos, Rodriguez-Fernandez, Nereida, Santos, Iria, Romero, Juan
Publicado 2020

Machine Learning Based Microbiome Signature to Predict Inflammatory Bowel Disease Subtypes

por Liñares-Blanco, Jose, Fernandez-Lozano, Carlos, Seoane, Jose A., López-Campos, Guillermo
Publicado 2022

Identification of predictive factors of the degree of adherence to the Mediterranean diet through machine-learning techniques

por Arceo-Vilas, Alba, Fernandez-Lozano, Carlos, Pita, Salvador, Pértega-Díaz, Sonia, Pazos, Alejandro
Publicado 2020

RRegrs: an R package for computer-aided model selection with multiple regression models

por Tsiliki, Georgia, Munteanu, Cristian R., Seoane, Jose A., Fernandez-Lozano, Carlos, Sarimveis, Haralambos, Willighagen, Egon L.
Publicado 2015

Texture analysis in gel electrophoresis images using an integrative kernel-based approach

por Fernandez-Lozano, Carlos, Seoane, Jose A., Gestal, Marcos, Gaunt, Tom R., Dorado, Julian, Pazos, Alejandro, Campbell, Colin
Publicado 2016

Machine learning applied to transcriptomic data to identify genes associated with feed efficiency in pigs

por Piles, Miriam, Fernandez-Lozano, Carlos, Velasco-Galilea, María, González-Rodríguez, Olga, Sánchez, Juan Pablo, Torrallardona, David, Ballester, Maria, Quintanilla, Raquel
Publicado 2019

Carbapenem Resistance in Acinetobacter nosocomialis and Acinetobacter junii Conferred by Acquisition of bla(OXA-24/40) and Genetic Characterization of the Transmission Mechanism be...

por Lasarte-Monterrubio, Cristina, Guijarro-Sánchez, Paula, Bellés, Alba, Vázquez-Ucha, Juan Carlos, Arca-Suárez, Jorge, Fernández-Lozano, Carlos, Bou, German, Beceiro, Alejandro
Publicado 2022

Experimental Study and ANN Dual-Time Scale Perturbation Model of Electrokinetic Properties of Microbiota

por Liu, Yong, Munteanu, Cristian R., Fernandez-Lozano, Carlos, Pazos, Alejandro, Ran, Tao, Tan, Zhiliang, Yu, Yizun, Zhou, Chuanshe, Tang, Shaoxun, González-Díaz, Humberto
Publicado 2017

A review on machine learning approaches and trends in drug discovery

por Carracedo-Reboredo, Paula, Liñares-Blanco, Jose, Rodríguez-Fernández, Nereida, Cedrón, Francisco, Novoa, Francisco J., Carballal, Adrian, Maojo, Victor, Pazos, Alejandro, Fernandez-Lozano, Carlos
Publicado 2021

Random forest-based prediction of stroke outcome

por Fernandez-Lozano, Carlos, Hervella, Pablo, Mato-Abad, Virginia, Rodríguez-Yáñez, Manuel, Suárez-Garaboa, Sonia, López-Dequidt, Iria, Estany-Gestal, Ana, Sobrino, Tomás, Campos, Francisco, Castillo, José, Rodríguez-Yáñez, Santiago, Iglesias-Rey, Ramón
Publicado 2021

Value of the Lymphocyte Transformation Test for the Diagnosis of Drug-Induced Hypersensitivity Reactions in Hospitalized Patients with Severe COVID-19

por Fernández-Lozano, Carlos, Solano Solares, Emilio, Elías-Sáenz, Isabel, Pérez-Allegue, Isabel, Fernández-Guarino, Monserrat, Fernández-Nieto, Diego, Díaz Montalvo, Laura, González-de-Olano, David, de Andrés, Ana, Martínez-Botas, Javier, de la Hoz Caballer, Belén
Publicado 2023