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scopus(5)
Autocorrelation kernel support vector machines for Doppler ultrasound M-mode images denoising
Conference ObjectAbstract: Doppler ultrasound M-mode images are routinely used in clinical echocardiography, and they have beenPalabras claves:Autores:Bermejo J., Carlos Antoranz J., Guerrero-Curieses A., Jose Luis Rojo-Álvarez, Palancar F.J., Soguero-Ruiz C.Fuentes:scopusAn approach to new methods for digital signal processing on optical mapping sequences and electrical mapping
Conference ObjectAbstract: Optical Mapping (OM) sequences represent a very useful tool for registering cardiac bioelectric actiPalabras claves:Autores:Caulier-Cisterna R.P., GarcÍa-Alberola A., Garcia-Quintanilla J., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Moreno-Planas J., Muoz-Romero S., Sanromán-Junquera M., Soguero-Ruiz C.Fuentes:scopusPbkp_redicting colorectal surgical complications using heterogeneous clinical data and kernel methods
ArticleAbstract: Objective: In this work, we have developed a learning system capable of exploiting information convePalabras claves:clinical decision support, Colorectal cancer, Electronic health records, feature selection, Heterogeneous clinical data, kernel methodsAutores:Augestad K.M., Godtliebsen F., Hindberg K., Jenssen R., Jose Luis Rojo-Álvarez, Lindsetmo R.O., Mora-Jimnez I., Mortensen K., Revhaug A., Skrøvseth S., Soguero-Ruiz C.Fuentes:scopusPbkp_rediction of healthcare associated infections in an intensive care unit using machine learning and big data tools
Conference ObjectAbstract: Healthcare associated infections (HAIS) can be acquired by patients during their stay in a hospital.Palabras claves:BIG DATA, Healthcare Associated Infections, Intensive Unit Care, Machine learning, RISK FACTORSAutores:Álvarez-Rodríguez J., Jose Luis Rojo-Álvarez, Ramos-Lpez J., Revuelta-Zamorano P., Sanchez A., Soguero-Ruiz C.Fuentes:scopusSupport Vector Feature Selection for Early Detection of Anastomosis Leakage from Bag-of-Words in Electronic Health Records
ArticleAbstract: The free text in electronic health records (EHRs) conveys a huge amount of clinical information abouPalabras claves:Anastomosis leakage (AL), bag-of-words (BoWs), colorectal cancer (CRC), Early Detection, electronic health record (EHR), feature selection (FS), kernel entropy, support vector machine (SVM)Autores:Augestad K.M., Godtliebsen F., Hindberg K., Jenssen R., Jose Luis Rojo-Álvarez, Lindsetmo R.O., Mortensen K., Revhaug A., Skrøvseth S., Soguero-Ruiz C.Fuentes:scopus