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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:scopusA new approach to the intracardiac inverse problem using Laplacian distance kernel
ArticleAbstract: Background: The inverse problem in electrophysiology consists of the accurate estimation of the intrPalabras claves:Dual Signal Model, electrophysiology, Inverse Problem, Laplacian, Mercer's kernel, Support Vector RegressionAutores:Caulier-Cisterna R.P., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Muoz-Romero S., Sanromán-Junquera M.Fuentes:scopusComparison of Infinite Impulse Response (IIR) and Finite Impulse Response (FIR) Filters in Cardiac Optical Mapping Records
Conference ObjectAbstract: Optical cardiac mapping is an experimental method developed to record the electrical behavior of thePalabras claves:cardiac, FIR, IIR, Optical mappingAutores:David Rivas-Lalaleo, Garcia-Quintanilla J., Jose Luis Rojo-Álvarez, Mónica Karel Huerta, Moreno-Planas J., Muoz-Romero S., Víctor Rubén Bautista NaranjoFuentes:googlescopusAuto-cropping of phone camera color images to segment cardiac signals in ECG printouts
Conference ObjectAbstract: Digital analysis of the bio-electrical signals allows us to obtain valuable information for clinicalPalabras claves:Autores:GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Lozano-Fernandez F., Mora-Jimnez I., Muoz-Romero S., Sanromán-Junquera M.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:scopusInformative variable identifier: Expanding interpretability in feature selection
ArticleAbstract: There is nowadays an increasing interest in discovering relationships among input variables (also caPalabras claves:classification, Explainable machine learning, feature selection, interpretability, ResamplingAutores:Gorostiaga A., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Muoz-Romero S., Soguero-Ruiz C.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:scopusMultiparametric monitoring in equatorian tomato greenhouses (I): Wireless sensor network benchmarking
ArticleAbstract: In recent years, attention has been paid to wireless sensor networks (WSNs) applied to precision agrPalabras claves:Digimesh, Greenhouse, Libeliumtm, Tomato, WiFi, Wireless Sensor Networks, ZIGBEEAutores:César A. Naranjo, David Rivas-Lalaleo, Jose Luis Rojo-Álvarez, Mary Sandoval-Moreno, MAYRA ERAZO-RODAS, Mónica Karel Huerta, Muoz-Romero S.Fuentes:googlescopusMultivariate feature selection and autoencoder embeddings of ovarian cancer clinical and genetic data
ArticleAbstract: Although certain genetic alterations have been defined as predictive and prognostic biomarkers in thPalabras 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:scopusTowards Organization Management Using Exploratory Screening and Big Data Tests: A Case Study of the Spanish Red Cross
ArticleAbstract: With the emergence of information and communication technologies, a large amount of data has turnedPalabras claves:BIG DATA, Machine learning, organization efficiency, organization management, pbkp_rediction modelAutores:Gimeno-Blanes F.J., Jose Luis Rojo-Álvarez, Muoz-Romero S., Rodríguez-Ibáñez M., Soguero-Ruiz C.Fuentes:scopus