Publications
Publications in reversed chronological order.
2026
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Interpretable inflammation landscape of circulating immune cellsNature Medicine, 2026Q1, D1, 1/1195 MR&E, 50 IF
2025
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A cross-study transcriptional patient map of heart failure defines conserved multicellular coordination in cardiac remodelingNature Communications, 2025Q1, D1, 10/136 MS, 15.7 IF -
RePo-SUDOE: A Transnational Network for Drug Repurposing in the SUDOE SpaceDrug Repurposing, 2025 -
Facilitando el aprendizaje en bioinformática y reposicionamiento de fármacos mediante una plataforma web intuitiva enfocada en el análisis de resultadosIn , 2025 -
Segmentation, classification and interpretation of breast cancer medical images using human-in-the-loop machine learningNeural Computing and Applications, 2025Q2, 52/197 CS-AI, 4.5 IF - Cx43 enhances response to BRAF/MEK inhibitors by reducing DNA repair capacityNature Communications , 2025Q1, D1, 10/136 MS, 15.7 IF
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Ensemble of convolution neural networks on heterogeneous signals for sleep stage scoringMultimedia Tools and Applications, 2025Q2, 95/250 CS-IS, 3 IF
2024
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Epidemiology, resistance genomics and susceptibility of Acinetobacter species: results from the 2020 Spanish nationwide surveillance studyEurosurveillance, 2024Q1,D1, 6/137 INF-DIS, 7.8 IF -
MATEO: intermolecular α-amidoalkylation theoretical enantioselectivity optimization. Online tool for selection and design of chiral catalysts and productsJournal of Cheminformatics, 2024Q1, D1, 11/158 CS-IS, 8.6 IF -
2023
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Music Recommendation System Based on Ratings Obtained from AmazonIn VI Congreso XoveTIC: impulsando el talento científico, 2023 -
A influencia de facer os criterios de avaliación públicos en materias vinculadas ao Grao de Enxeñaría en InformáticaIn Contextos universitarios transformadores: a innovación como eixo vertebrador da docencia, 2023
2022
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Wi-Fi Handshake: analysis of password patterns in Wi-Fi networksPeerJ Computer Science, Dec 2022Q2, 48/110 CS-TH, 2.411 IF -
Machine Learning Based Microbiome Signature to Predict Inflammatory Bowel Disease SubtypesFrontiers in Microbiology, May 2022Q1, 34/137 MICRO, 6.064 IF -
Carbapenem Resistance in Acinetobacter nosocomialis and Acinetobacter junii Conferred by Acquisition of blaOXA-24/40 and Genetic Characterization of the Transmission Mechanism between Acinetobacter Genomic SpeciesMicrobiology Spectrum, Feb 2022Q1, 20/137 MICRO, 9.043 IF
2021
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A review on machine learning approaches and trends in drug discoveryComputational and Structural Biotechnology Journal, Aug 2021Q1, 70/297 BIO-MB, 6.155 IF -
Machine learning analysis of the human infant gut microbiome identifies influential species in type 1 diabetesExpert Systems with Applications, Jul 2021Q1, D1, 8/87 OR-MS, 21/145 CS-AI, 8.665 IF - Machine learning analysis of TCGA cancer dataPeerJ Computer Science, Jul 2021Q2, 48/110 CS-TH, 2.411 IF
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Random forest-based prediction of stroke outcomeScientific Reports, May 2021Q2, 19/74 MS, 4.997 IF -
Machine learning algorithms reveals country-specific metagenomic taxa from American Gut Project dataIn Proc. of the Virtual Conference on Public Health and Informatics, May 2021 -
A gene expression signature of 37 genes improves survival prognosis in colon cancer patientsIn Proc. of the American Association for Cancer Research Annual Meeting, May 2021
2020
- Identification of predictive factors of the degree of adherence to the Mediterranean diet through machine-learning techniquesPeerJ Computer Science, Jul 2020Q1, 24/108 CS-TH, 3.091 IF
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Molecular docking and machine learning analysis of Abemaciclib in colon cancerBMC Molecular and Cell Biology, Jul 2020Q4, 174/195 CE-BIO, 2.033 IF -
Comparison of Outlier-Tolerant Models for Measuring Visual ComplexityEntropy, Apr 2020Q2, 37/85 PH-MU, 2.524 IF -
MCDCalc: Markov Chain Molecular Descriptors Calculator for Medicinal ChemistryCurrent Topics in Medicinal Chemistry, Apr 2020Q3, 35/63 CH-ME, 3.295 IF -
Shiny dashboard for monitoring the COVID-19 pandemic in SpainIn Proc. of the 3rd XoveTIC Conference, Apr 2020 - Web server and R library for Calculation of markov chains molecular descriptorsIn Proc. of the 3rd XoveTIC Conference, Apr 2020
2019
- Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screenNature Communications, Apr 2019Q1, D1, 6/71 MS, 12.121 IF
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Machine learning applied to transcriptomic data to identify genes associated with feed efficiency in pigsGenetics Selection Evolution, Apr 2019Q1, D1, 4/63 AG-DAS, 3.95 IF -
Population subset selection for the use of a validation dataset for overfitting control in genetic programmingJournal of Experimental and Theoretical Artificial Intelligence, Apr 2019Q3, 72/137 CS-AI, 2.039 IF - Transfer learning features for predicting aesthetics through a novel hybrid machine learning methodNeural Computing and Applications, Apr 2019Q1, 23/137 CS-AI, 4.774 IF
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Visual complexity modelling based on image features fusion of multiple kernelsPeerJ, Apr 2019Q2, 32/71 MS, 2.379 IF - Gene signatures research involved in cancer using machine learningIn Proc. of the 2nd XoveTIC Conference, Apr 2019
- Prediction of peptide vascularization inhibitory activity in tumor tissue as a possible target for cancer treatmentIn Proc. of the 2nd XoveTIC Conference, Apr 2019
- Machine Learning para la identificación de factores predictivos del grado de adherencia a la DMIn Proc. of the XXII Congreso Nacional de Informática de la salud, Apr 2019
- Differential gene expression analysis of RNA-seq data using machine learning for cancer researchApr 2019
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2018
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Automated Neuron Detection in High-Content Fluorescence Microscopy Images Using Machine LearningNeuroinformatics, Apr 2018Q1, D1, 9/106 CS-IA, 5.127 IF - Prediction of high anti-angiogenic activity peptides in silico using a generalized linear model and feature selectionScientific Reports, Apr 2018Q1, 15/69 MS, 4.011 IF
- Automatic multiscale vascular image segmentation algorithm for coronary angiographyBiomedical Signal Processing and Control, Apr 2018Q2, 27/80 EBIO, 2.943 IF
- Avoiding the Inherent Limitations in Datasets Used for Measuring Aesthetics When Using a Machine Learning ApproachComplexity, Apr 2018Q1, 21/105 M-IS, 22/64 MS, 2.591 IF
- Machine learning transcriptome analysis to identify genes associated with feed efficiency in pigsIn Book of abstracts of the 69th annual meeting of the European Federation of Animal Science, Apr 2018
- Analysis of chronic kidney disease data in peritoneal dialysis patients (PD) using artificial intelligence techniquesIn Proc. of the 17th Congress of the International Society for Peritoneal Dialysis, Apr 2018
- Integrative multi-omics data-drive approach for metastasis prediction in cancerIn Proc. of the First International Conference on Data Science, E-Learning and Information Systems, Apr 2018
- A generalized linear model for cardivascular complications prediction in PD patientsIn Proc. of the First International Conference on Data Science, E-Learning and Information Systems, Apr 2018
- Evaluation as a continuous improvement process in the learning of programming languagesApr 2018
2017
- Experimental study and Random Forest prediction model of microbiome cell surface hydrophobicityExpert Systems with Applications, Apr 2017Q1, 19/130 CS-AI, 2.981 IF
- Authentication of tequilas using pattern recognition and supervised classificationTrAC - Trends in Analytical Chemistry, Apr 2017Q1, D1, 3/81, CA, 7.030 IF
- A semantic interoperability approach to support integration of gene expression and clinical data in breast cancerComputers in Biology and Medicine, Apr 2017Q3, 53/104 CS-IA, 2.755 IF
- Experimental study and ANN dual-time scale perturbation model of electrokinetic properties of microbiotaFrontiers in Microbiology, Apr 2017Q2, 32/126 MIC, 4.019 IF
- Supervised classification methods to authenticate types of tequilaIn Actas del XXIII Encontro galego portugués de química, Apr 2017
2016
- Using genetic algorithms to improve support vector regression in the analysis of atomic spectra of lubricant oilsEngineering Computations (Swansea, Wales), Apr 2016Q2, 42/102 CS-IA, 1.495 IF
- Texture analysis in gel electrophoresis images using an integrative kernel-based approachScientific Reports, Apr 2016Q1, 7/63 MS, 5.228 IF
- A methodology for the design of experiments in computational intelligence with multiple regression modelsPeerJ, Apr 2016Q1, 14/63 MS, 2.183 IF
- HPC-PLUS platform for biomedical applicationsIn Proc. of the VIII Spanish drug discovery network meeting, Apr 2016
2015
- Classification of signaling proteins based on molecular star graph descriptors using Machine Learning modelsJournal of Theoretical Biology, Apr 2015Q2, 15/56 M-CB, 2.116 IF
- Texture classification using feature selection and kernel-based techniquesSoft Computing, Apr 2015Q2, 59/121 CS-AI, 1.304 IF
- RRegrs: An R package for computer-aided model selection with multiple regression modelsJournal of Cheminformatics, Apr 2015Q1, D1, 4/139 CS-IS, 4.547 IF
- Classification of mild cognitive impairment and Alzheimer’s Disease with machine-learning techniques using 1H Magnetic Resonance Spectroscopy dataExpert Systems with Applications, Apr 2015Q1, 30/121 CS-AI, 1.965 IF
- Solvent accessible surface area-based hot-spot detection methods for protein-protein and protein-nucleic acid interfacesJournal of Chemical Information and Modeling, Apr 2015Q1, D1, 6/135 CS-IS, 4.068 IF
- A hybrid evolutionary system for automated artificial neural networks generation and simplification in biomedical applicationsCurrent Bioinformatics, Apr 2015Q2, 20/52 M-CB, 1.726 IF
- A proposal about normalization of experimental designs in computational intelligenceIn Proc. of the International conference on Multidisciplinary Sciences, Apr 2015
- Bio-AIMS chemoinformatics web tools for proteinsIn Proc. of the International conference on Multidisciplinary Sciences, Apr 2015
- AlzPred-SVV: Free web tool for alzheimer prediction using spectroscopy voxel volumeIn Proc. of the International conference on Multidisciplinary Sciences, Apr 2015
- Using the RRegres R package for automating predictive modellingIn Proc. of the International conference on Multidisciplinary Sciences, Apr 2015
- Solvent accessible surface area hot-spot detection methodIn Proc. of the International conference on Multidisciplinary Sciences, Apr 2015
- Redesing and performance of an automatic segmentation methodIn Proc. of the International conference on Multidisciplinary Sciences, Apr 2015
2014
- Two-dimensional gel electrophoresis image registration using block-matching techniques and deformation modelsAnalytical Biochemistry, Apr 2014Q2, 32/75 C-A, 3.325 IF
- Markov mean properties for cell death-related protein classificationJournal of Theoretical Biology, Apr 2014Q2, 23/85 M-CB, 2.116 IF
- Improving enzyme regulatory protein classification by means of SVM-RFE feature selectionMolecular BioSystems, Apr 2014Q2, 110/289 B-MB, 3.210 IF
- Texture Classification of Proteins Using Support Vector Machines and Bio-inspired MetaheuristicsApr 2014
2013
- High order texture-based analysis in biomedical imagesCurrent Medical Imaging Reviews, Apr 2013Q4, 94/121 RNM-MI, 1.059 IF
- Hybrid model based on genetic algorithms and SVM applied to variable selection within fruit juice classificationThe Scientific World Journal, Apr 2013Q2, 16/55 CS-AI, 1.219 IF
- Applied computational techniques on schizophrenia using genetic mutationsCurrent Topics in Medicinal Chemistry, Apr 2013Q1, 11/58 CA, 3.453 IF
- Kernel-based feature selection techniques for transport proteins based on Star graph topological indicesCurrent Topics in Medicinal Chemistry, Apr 2013Q1, 11/58 CA, 3.453 IF
- 2D-PAGE texture classification using support vector machines and genetic algorithmsIn Proc. of the International Conference on Bioinformatics Models, Methods and Algorithms, Apr 2013
- Anonymizing patient genomic data for public sharing association studiesIn Proc. of the 14th World Congress on Medical and Health Informatics, Apr 2013
- A texture-based classification method for proteins in two-dimensional electrophoresis gel imagesIn Proc. of the International Conference on Computer Vision Theory and Applications, Apr 2013
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2012
- Analysis of deformation processes using block-matching techniquesIn Proc. of the International Conference on Computer Vision Theory and Applications, Apr 2012
- Identificación de proteínas en imágenes de geles 2D utilizando DoG y algoritmos genéticosIn Proc. of the VIII congreso español sobre metaheurística, algoritmos evolutivos y bioinspirados, Apr 2012
- La proteómica en el estudio del cáncer colorrectal y otros tipos de tumoresApr 2012
2011
- Motion estimation in real deformation processes based on block-matchin techniquesIn Proc. of the IEEE International Symposium on Signal Processing and Information Technology, Apr 2011
- Introducción al análisis de datos biomédicos con técnicas de aprendizaje automáticoApr 2011