Search Results - "Fernandez, Laura Morán"

The development of chronic diuretic resistance can be predicted during a heart-failure hospitalization. Results from the REDIHF registry by Blázquez-Bermejo, Zorba, Farré, Nuria, Llagostera, Marc, Caravaca Perez, Pedro, Morán-Fernández, Laura, Fort, Aleix, De-Juan, Javier, Ruiz, Sonia, Delgado, Juan F

“…Introduction Diuretic resistance (DR) is a common condition during a heart failure (HF) hospitalization, and is related to worse prognosis. Although the risk…”
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Serum potassium dynamics during acute heart failure hospitalization by Caravaca Perez, Pedro, González-Juanatey, José R., Nuche, Jorge, Morán Fernández, Laura, Lora Pablos, David, Alvarez-García, Jesús, Bascompte Claret, Ramón, Martínez Selles, Manuel, Vázquez García, Rafael, Martínez Dolz, Luis, Cobo-Marcos, Marta, Pascual Figal, Domingo, Crespo-Leiro, Maria G., Nuñez Villota, Julio, Cinca Cuscullola, Juan, Delgado, Juan F.

“…Background Available information about prognostic implications of potassium levels alteration in the setting of acute heart failure (AHF) is scarce. Objectives…”
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Dose of furosemide before admission predicts diuretic efficiency and long‐term prognosis in acute heart failure by Blázquez‐Bermejo, Zorba, Farré, Nuria, Caravaca Perez, Pedro, Llagostera, Marc, Morán‐Fernández, Laura, Fort, Aleix, Juan Bagudá, Javier, García‐Cosio, María Dolores, Ruiz‐Bustillo, Sonia, Delgado, Juan F.

“…Aims The outpatient diuretic dose is a marker of diuretic resistance and prognosis in chronic heart failure (HF). Still, the impact of the preadmission dose on…”
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A review of green artificial intelligence: Towards a more sustainable future by Bolón-Canedo, Verónica, Morán-Fernández, Laura, Cancela, Brais, Alonso-Betanzos, Amparo

“…Green artificial intelligence (AI) is more environmentally friendly and inclusive than conventional AI, as it not only produces accurate results without…”
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Do all roads lead to Rome? Studying distance measures in the context of machine learning by Blanco-Mallo, Eva, Morán-Fernández, Laura, Remeseiro, Beatriz, Bolón-Canedo, Verónica

“…•Review of the most commonly used distance measures in machine learning•Analysis of their main properties, applications and key aspects to consider•The…”
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How important is data quality? Best classifiers vs best features by Morán-Fernández, Laura, Bólon-Canedo, Verónica, Alonso-Betanzos, Amparo

“…The task of choosing the appropriate classifier for a given scenario is not an easy-to-solve question. First, there is an increasingly high number of…”
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Towards federated feature selection: Logarithmic division for resource-conscious methods by Suárez-Marcote, Samuel, Morán-Fernández, Laura, Bolón-Canedo, Verónica

“…Feature selection is a popular preprocessing step to reduce the dimensionality of the data while preserving the important information. In this paper, we…”
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Finding a needle in a haystack: insights on feature selection for classification tasks by Morán-Fernández, Laura, Bolón-Canedo, Verónica

“…The growth of Big Data has resulted in an overwhelming increase in the volume of data available, including the number of features. Feature selection, the…”
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Early restrictive-constrictive physiology in a cardiac allograft recipient by Ortiz-Bautista, Carlos, Puerto García-Martín, Elena, Morán-Fernández, Laura, Ponz-de Antonio, Inés, Rodríguez-Chaverri, Adriana, Delgado-Jiménez, Juan F.

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Inoperable chronic thromboembolic pulmonary hypertension treated with riociguat: A case study by Ortiz-Bautista, Carlos, Ochoa-Parra, Nuria, Navas-Tejedor, Paula, Morán-Fernández, Laura, Gómez-Sánchez, Miguel Ángel

“…A 51-year-old woman presented with a one-year history of progressive dyspnea, WHO functional class III-IV and exercise-related syncope. Transthoracic…”
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CUDA acceleration of MI-based feature selection methods by Beceiro, Bieito, González-Domínguez, Jorge, Morán-Fernández, Laura, Bolón-Canedo, Verónica, Touriño, Juan

“…Feature selection algorithms are necessary nowadays for machine learning as they are capable of removing irrelevant and redundant information to reduce the…”
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A Review of Microarray Datasets: Where to Find Them and Specific Characteristics by Alonso-Betanzos, Amparo, Bolón-Canedo, Verónica, Morán-Fernández, Laura, Sánchez-Maroño, Noelia

“…The advent of DNA microarray datasets has stimulated a new line of research both in bioinformatics and in machine learning. This type of data is used to…”
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Feature selection with limited bit depth mutual information for portable embedded systems by Morán-Fernández, Laura, Sechidis, Konstantinos, Bolón-Canedo, Verónica, Alonso-Betanzos, Amparo, Brown, Gavin

“…Since wearable computing systems have grown in importance in the last years, there is an increased interest in implementing machine learning algorithms with…”
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Low-precision feature selection on microarray data: an information theoretic approach by Morán-Fernández, Laura, Bolón-Canedo, Verónica, Alonso-Betanzos, Amparo

“…The number of interconnected devices, such as personal wearables, cars, and smart-homes, surrounding us every day has recently increased. The Internet of…”
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Feature Selection Applied to Microarray Data by Alonso-Betanzos, Amparo, Bolón-Canedo, Verónica, Morán-Fernández, Laura, Seijo-Pardo, Borja

“…A typical characteristic of microarray data is that it has a very high number of features (in the order of thousands) while the number of examples is usually…”
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Distributed classification based on distances between probability distributions in feature space by Montero-Manso, Pablo, Morán-Fernández, Laura, Bolón-Canedo, Verónica, Vilar, José A., Alonso-Betanzos, Amparo

“…We consider a distributed framework where training and test samples drawn from the same distribution are available, with the training instances spread across…”
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Machine Learning Methods for Predicting League of Legends Game Outcome by Hitar-Garcia, Juan Agustin, Moran-Fernandez, Laura, Bolon-Canedo, Veronica

“…The video game League of Legends has several professional leagues and tournaments that offer prizes reaching several million dollars, making it one of the most…”
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Potential Role of Natriuretic Response to Furosemide Stress Test During Acute Heart Failure by Caravaca Pérez, Pedro, Nuche, Jorge, Morán Fernández, Laura, Lora, David, Blázquez-Bermejo, Zorba, López-Azor, Juan Carlos, de Juan Bagudá, Javier, García-Cosío Carmena, María Dolores, Escribano Subías, Pilar, Salguero-Bodes, Rafael, Arribas Ynsaurriaga, Fernando, Delgado, Juan F.

“…Poor natriuresis has been associated with a poorer response to diuretic treatment and worse prognosis in acute heart failure. Recommendations on how and when…”
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Sex and Gender-related Disparities in Clinical Characteristics and Outcomes in Heart Transplantation by Severo Sánchez, Andrea, González Martín, Javier, de Juan Bagudá, Javier, Morán Fernández, Laura, Muñoz Guijosa, Christian, Arribas Ynsaurriaga, Fernando, Delgado, Juan Francisco, García-Cosío Carmena, María Dolores

“…Purpose of Review Limited research has been conducted on sex disparities in heart transplant (HT). The aim of this review is to analyse the available evidence…”
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Incidence and Prognosis of Colorectal Cancer After Heart Transplantation: Data From the Spanish Post-Heart Transplant Tumor Registry by Sagastagoitia-Fornie, Marta, Morán-Fernández, Laura, Blázquez-Bermejo, Zorba, Díaz-Molina, Beatriz, Gómez-Bueno, Manuel, Almenar-Bonet, Luis, López-Granados, Amador, González-Vílchez, Francisco, Mirabet-Pérez, Sonia, García-Romero, Elena, Jose M, Sobrino-Márquez, Rábago Juan-Aracil, Gregorio, Castel-Lavilla, Maria Angels, Blasco-Peiro, Teresa, Garrido-Bravo, Iris, De La Fuente-Galán, Luis, Muñiz, Javier, Crespo-Leiro, María G

“…In this observational and multicenter study, that included all patients who underwent a heart transplantation (HT) in Spain from 1984 to 2018, we analyzed the…”
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