Search Results - "Novoa, Francisco"

Early Detection of Depression: Social Network Analysis and Random Forest Techniques by Cacheda, Fidel, Fernandez, Diego, Novoa, Francisco J, Carneiro, Victor

“…Major depressive disorder (MDD) or depression is among the most prevalent psychiatric disorders, affecting more than 300 million people globally. Early…”
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A review on machine learning approaches and trends in drug discovery by Carracedo-Reboredo, Paula, Liñares-Blanco, Jose, Rodríguez-Fernández, Nereida, Cedrón, Francisco, Novoa, Francisco J., Carballal, Adrian, Maojo, Victor, Pazos, Alejandro, Fernandez-Lozano, Carlos

“…[Display omitted] •Machine Learning in drug discovery has greatly benefited the pharmaceutical industry.•Application of machine algorithms must entail a robust…”
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Models to Predict the Number of Infected Cases and Deaths from COVID-19 in Chile and Its Most Affected Regions by Novoa-Muñoz, Francisco

“…This paper designs and implements a methodology to model the evolution of the COVID-19 pandemic, produced by the SARS-CoV-2 virus, in what was called the first…”
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Implementation of a Parallel Algorithm to Simulate the Type I Error Probability by Novoa-Muñoz, Francisco

“…Simulating the probability of type I error is a powerful statistical tool that allows confirming if the statistical test achieves the established nominal…”
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Surveillance of the recurrence time of the effectiveness of national and region-level quarantines of COVID-19 pandemic in Chile by Lagos-Álvarez, Bernardo, Zaldúa Flores, Salomé, Figueroa-Zuñiga, Jorge, Novoa-Muñoz, Francisco

“…The World Health Organization has recommended a range of social and health measures to mitigate the spread of coronavirus disease 2019 (COVID-19), including…”
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Practice of lipoprotein apheresis and short-term efficacy in children with homozygous familial hypercholesterolemia: Data from an international registry by Luirink, Ilse K., Hutten, Barbara A., Greber-Platzer, Susanne, Kolovou, Genovefa D., Dann, Eldad J., de Ferranti, Sarah D., Taylan, Christina, Bruckert, Eric, Saheb, Samir, Oh, Jun, Driemeyer, Joenna, Farnier, Michel, Pape, Lars, Schmitt, Claus P., Novoa, Francisco J., Maeser, Martin, Masana, Luis, Shahrani, Awad, Wiegman, Albert, Groothoff, Jaap W.

“…Homozygous familial hypercholesterolemia (hoFH) may cause life-threatening atherosclerotic cardiovascular disease in childhood. Lipoprotein apheresis (LA) is…”
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Myocardial effects of angiotensin II compared to norepinephrine in an animal model of septic shock by Garcia, Bruno, Su, Fuhong, Dewachter, Laurence, Favory, Raphaël, Khaldi, Amina, Moiroux-Sahraoui, Alexander, Annoni, Filippo, Vasques-Nóvoa, Francisco, Rocha-Oliveira, Estela, Roncon-Albuquerque, Roberto, Hubesch, Geraldine, Njimi, Hassane, Vincent, Jean-Louis, Taccone, Fabio S, Creteur, Jacques, Herpain, Antoine

“…Abstract Background Angiotensin II is one of the vasopressors available for use in septic shock. However, its effects on the septic myocardium remain unclear…”
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Pushing the Limits of Surgical Resection in Colorectal Liver Metastasis: How Far Can We Go? by Calderon Novoa, Francisco, Ardiles, Victoria, de Santibañes, Eduardo, Pekolj, Juan, Goransky, Jeremias, Mazza, Oscar, Sánchez Claria, Rodrigo, de Santibañes, Martín

“…Colorectal cancer is the third most common cancer worldwide, and up to 50% of all patients diagnosed will develop metastatic disease. Management of colorectal…”
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Stabilization of Robots With a Regulator Containing the Sigmoid Mapping by Martinez, Dany Ivan, De Rubio, Jose Jesus, Vargas, Tomas Miguel, Garcia, Victor, Ochoa, Genaro, Balcazar, Ricardo, Cruz, David Ricardo, Aguilar, Arturo, Novoa, Juan Francisco, Aguilar-Ibanez, Carlos

“…Actuators nonlinearities are unknown external perturbations in robots, which are unwanted because they can severely limit their performance. This research is…”
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Myocardial Edema: an Overlooked Mechanism of Septic Cardiomyopathy? by Vasques-Nóvoa, Francisco, Laundos, Tiago L., Madureira, António, Bettencourt, Nuno, Nunes, José P.L., Carneiro, Fátima, Paiva, José A., Pinto-do-Ó, Perpétua, Nascimento, Diana S., Leite-Moreira, Adelino F., Roncon-Albuquerque, Roberto

“…ABSTRACTSeptic cardiomyopathy is an increasingly relevant topic in clinical management of septic shock. However, pathophysiological mechanisms and long-term…”
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New Peptide Functionalized Nanostructured Lipid Carriers with CNS Drugs and Evaluation Anti-proliferative Activity by Silva, Sara, Marto, Joana, Gonçalves, Lídia M., Duarte, Diana, Soares, O. Salomé G. P., Vasques-Nóvoa, Francisco, Almeida, António J., Vale, Nuno

“…Nanoparticulate systems have been widely investigated as delivery vectors for efficient drug delivery in different diseases. Nanostructured lipid carriers…”
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Goodness-of-Fit Test for the Bivariate Hermite Distribution by González-Albornoz, Pablo, Novoa-Muñoz, Francisco

“…This paper studies the goodness of fit test for the bivariate Hermite distribution. Specifically, we propose and study a Cramér–von Mises-type test based on…”
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Relaxin-2, pathophysiological insights and outcomes in heart failure with preserved ejection fraction: Findings from the NETDiamond cohort by Pintalhão, Mariana, Vasques-Nóvoa, Francisco, Couto-Viana, Benedita, Pimentel, Maria João, Neves, João Sérgio, Mendonça, Luís, Saraiva, Francisca, Lourenço, André P., Ferreira, Guilherme, Macedo, Filipe, Araújo, José Paulo, von Hafe, Pedro, Almeida, Jorge, Ferreira, João Pedro, Castro-Chaves, Paulo, Leite-Moreira, Adelino

“…The role of relaxin-2 as a circulating marker in heart failure (HF) with preserved ejection fraction (HFpEF) is poorly understood. We aimed to characterize…”
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Modeling High-Frequency Zeros in Time Series with Generalized Autoregressive Score Models with Explanatory Variables: An Application to Precipitation by Vidal-Gutiérrez, Pedro, Contreras-Espinoza, Sergio, Novoa-Muñoz, Francisco

“…An extension of the Generalized Autoregressive Score (GAS) model is presented for time series with excess null observations to include explanatory variables…”
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Measuring Early Detection of Anomalies by Lopez-Vizcaino, Manuel F., Novoa, Francisco J., Fernandez, Diego, Cacheda, Fidel

“…Early detection is a matter of growing importance in multiple domains as network security, health conditions over social network services or weather forecasts…”
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The island of Gran Canaria: A genetic isolate for familial hypercholesterolemia by Sánchez-Hernández, Rosa M., Tugores, Antonio, Nóvoa, Francisco J., Brito-Casillas, Yeray, Expósito-Montesdeoca, Ana B., Garay, Paloma, Bea, Ana M., Riaño, Marta, Pocovi, Miguel, Civeira, Fernando, Wägner, Ana M., Boronat, Mauro

“…Genetic diagnosis of familial hypercholesterolemia (FH) has not been universally performed in the Canary Islands (Spain). This study aimed to genetically…”
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Standardized approach for extubation during extracorporeal membrane oxygenation in severe acute respiratory distress syndrome: a prospective observational study by Roncon-Albuquerque, Roberto, Gaião, Sérgio, Vasques-Nóvoa, Francisco, Basílio, Carla, Ferreira, Ana Rita, Touceda-Bravo, Alberto, Pimentel, Rodrigo, Vaz, Ana, Silva, Sofia, Castro, Guiomar, Veiga, Tiago, Martins, Hélio, Dias, Francisco, Pereira, Catarina, Marto, Gonçalo, Coimbra, Isabel, Chico-Carballas, Juan Ignacio, Figueiredo, Paulo, Paiva, José Artur

“…Background Extubation during extracorporeal oxygenation (ECMO) in severe acute respiratory distress syndrome (ARDS) has not been well studied. Despite the…”
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In vivo cyclic induction of the FOXM1 transcription factor delays natural and progeroid aging phenotypes and extends healthspan by Ribeiro, Rui, Macedo, Joana C, Costa, Madalena, Ustiyan, Vladimir, Shindyapina, Anastasia V, Tyshkovskiy, Alexander, Gomes, Rita N, Castro, José Pedro, Kalin, Tanya V, Vasques-Nóvoa, Francisco, Nascimento, Diana S, Dmitriev, Sergey E, Gladyshev, Vadim N, Kalinichenko, Vladimir V, Logarinho, Elsa

“…The FOXM1 transcription factor exhibits pleiotropic C-terminal transcriptional and N-terminal non-transcriptional functions in various biological processes…”
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MicroRNA-155 Amplifies Nitric Oxide/cGMP Signaling and Impairs Vascular Angiotensin II Reactivity in Septic Shock by Vasques-Nóvoa, Francisco, Laundos, Tiago L., Cerqueira, Rui J., Quina-Rodrigues, Catarina, Soares-dos-Reis, Ricardo, Baganha, Fabiana, Ribeiro, Sara, Mendonça, Luís, Gonçalves, Francisco, Reguenga, Carlos, Verhesen, Wouter, Carneiro, Fátima, Paiva, José Artur, Schroen, Blanche, Castro-Chaves, Paulo, Pinto-do-Ó, Perpétua, Nascimento, Diana S., Heymans, Stephane, Leite-Moreira, Adelino F., Roncon-Albuquerque, Roberto

“…OBJECTIVES:Septic shock is a life-threatening clinical situation associated with acute myocardial and vascular dysfunction, whose pathophysiology is still…”
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Hessian with Mini-Batches for Electrical Demand Prediction by Elias, Israel, Rubio, José de Jesús, Cruz, David Ricardo, Ochoa, Genaro, Novoa, Juan Francisco, Martinez, Dany Ivan, Muñiz, Samantha, Balcazar, Ricardo, Garcia, Enrique, Juarez, Cesar Felipe

“…The steepest descent method is frequently used for neural network tuning. Mini-batches are commonly used to get better tuning of the steepest descent in the…”
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