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A Resampling Univariate Analysis Approach to Ovarian Cancer from Clinical and Genetic Data
ArticleAbstract: Ovarian cancer (OC) is the second most common gynecological malignancy and the gynecological tumor wPalabras claves:bootstrap resampling, data science analytics, genetic data, hypothesis test, Ovarian Cancer, univariate analysisAutores:Barquin A., Bote-Curiel L., Garcia-Donas J., Jose Luis Rojo-Álvarez, Muoz-Romero S., Ruiz-Llorente S., Yagüe-Fernández M.Fuentes:scopusData Science Analysis and Profile Representation Applied to Secondary Prevention of Acute Coronary Syndrome
ArticleAbstract: The analysis of large amounts of data from electronic medical records (EMRs) and daily clinical pracPalabras claves:acute coronary syndrome, bootstrap resampling, data science, Health Information Systems, health statistics, Multivariate analysis, profile representation, Secondary prevention, univariate analysisAutores:Feijoo-Martinez J.R., Fernandez S.M., Flores-Blanco P.J., Garcia-Garcia A., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Martínez-Fernández A., Muoz-Romero S., Prieto-Egido I.Fuentes:scopusFinding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis
Conference ObjectAbstract: Contemporary societies are suffering from negative population growth, with the consequent populationPalabras claves:bootstrap resampling, Chronic conditions, CORRESPONDENCE ANALYSIS, feature selectionAutores:Alonso-Arteaga N., Jose Luis Rojo-Álvarez, Lopez-Fajardo I.C., Mora-Jimnez I., Muoz-Romero S., Rubio-Sánchez M., Soguero-Ruiz C.Fuentes:scopusForce trends and pulsatility for catheter contact identification in intracardiac electrograms during arrhythmia ablation
ArticleAbstract: The intracardiac electrical activation maps are commonly used as a guide in the ablation of cardiacPalabras claves:Arrhythmias, Electrograms, Force signals, Linear classifiers, Principal Component Analysis, Tissue-catheter contactAutores:David Rivas-Lalaleo, GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, MAYRA ERAZO-RODAS, Mónica Karel Huerta, Muoz-Romero S., Sánchez-Muñoz J.J.Fuentes:googlescopusMultivariate feature selection and autoencoder embeddings of ovarian cancer clinical and genetic data
ArticleAbstract: Although certain genetic alterations have been defined as pbkp_redictive and prognostic biomarkers iPalabras claves:Autoencoders, Clinical Data, Feature Extraction, feature selection, genetic data, Ovarian Cancer, Platinum-resistant, Platinum-sensitiveAutores:Barquin A., Bote-Curiel L., Garcia-Donas J., Jose Luis Rojo-Álvarez, Muoz-Romero S., Ruiz-Llorente S., Yagüe-Fernández M.Fuentes:scopusQuantitative cluster headache analysis for neurological diagnosis support using statistical classification
ArticleAbstract: Cluster headache (CH) belongs to the group III of The International Classification of Headaches. ItPalabras claves:Cluster headache, Color spaces, Early Diagnosis, Iris color, Quantitative analysis, Statistical classificationAutores:El-Yaagoubi M., Jabrane Y., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Muoz-Romero S., Pareja-Grande J.A.Fuentes:scopusSpatial-temporal signals and clinical indices in electrocardiographic imaging (I): Preprocessing and bipolar potentials
ArticleAbstract: During the last years, Electrocardiographic Imaging (ECGI) has emerged as a powerful and promising cPalabras claves:Cardiac indices, Electrocardiographic imaging, fragmentation, infarction, Signal processing, Spatial-temporal processingAutores:Blanco-Velasco M., Caulier-Cisterna R.P., GarcÍa-Alberola A., Goya-Esteban R., Jose Luis Rojo-Álvarez, Muoz-Romero S., Sanromán-Junquera M.Fuentes:scopusSpatial-temporal signals and clinical indices in electrocardiographic imaging (Ii): Electrogram clustering and t-wave alternans
ArticleAbstract: During the last years, attention and controversy have been present for the first commercially availaPalabras claves:Cardiac indices, Control subject, Electrocardiographic imaging, infarction, Long-QT syndrome, Signal processing, spatial, T-wave alternans, Temporal processingAutores:Blanco-Velasco M., Caulier-Cisterna R.P., GarcÍa-Alberola A., Goya-Esteban R., Jose Luis Rojo-Álvarez, Muoz-Romero S., Sanromán-Junquera M.Fuentes:scopusT-Wave Alternans Analysis with Electrocardiographic Imaging
Conference ObjectAbstract: T Wave Alternans (TWA) is a cardiac risk indicator which measures the functional cardioelectric instPalabras claves:Autores:Blanco-Velasco M., GarcÍa-Alberola A., Goya-Esteban R., Jose Luis Rojo-Álvarez, Melgarejo-Meseguer F.M., Muoz-Romero S.Fuentes:scopusText Analytics and Mixed Feature Extraction in Ovarian Cancer Clinical and Genetic Data
ArticleAbstract: Developments of richer integrative analysis methods for oncological studies are needed for efficientPalabras claves:Bag of Words, bootstrap resampling, Clinical Data, Feature Extraction, genetic data, Latent Dirichlet Allocation, multiple component analysis, Ovarian Cancer, Principal Component AnalysisAutores:Barquin A., Bote-Curiel L., Garcia-Donas J., Jose Luis Rojo-Álvarez, Muoz-Romero S., Ruiz-Llorente S., Yagüe-Fernández M.Fuentes:scopus