José Fernando Valencia

All papers authored by José Fernando Valencia

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2023 Jessner Alexander Mejía

, Mario Andrés Oviedo-Benálcazar

, José Armando Ordoñez

, José Fernando Valencia

Aprendizaje automático aplicado a la predicción de diabetes mellitus, utilizando información socioeconómica y ambiental de usuarios del sistema de salud

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2021 Joan Altes, Jose F. Valencia

, Sebastian Jaramillo, Pedro L. Gambes

Prediction model of response to standardized painful stimulation during general anesthesia: Applying machine learning to the EEG signal

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Nicolás Marco‐Ariño, Sergio Vide, Mercè Agustí, Andrew Chen, Sebastián Jaramillo, Itziar Irurzun‐Arana, Adrià Pacheco, Carmen Gonzalez, Erik W. Jensen, Patricia Capsi‐Morales, José F. Valencia

, Iñaki F. Troconiz, Pedro L. Gambus, Merlin D. Larson

Semimechanistic models to relate noxious stimulation, movement, and pupillary dilation responses in the presence of opioids

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Neus Fàbregas, Jose F. Valencia

, Isabel Belda, Ana Tercero, Adriana Hervias, Santiago Villafuerte, Pedro L. Gambús, Mar Carreño, Ricard Valero

Bilateral Bispectral Index Monitoring Performance in the Detection of Seizures in Nonanesthetized Epileptic Patients: An Observational Study

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Rodolfo Mosquera Navarro, Omar Danilo Castrillón, Liliana Parra Osorio, Tiago Oliveira, Paulo Novais, José Fernando Valencia

Improving classification based on physical surface tension-neural net for the prediction of psychosocial-risk level in public school teachers

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Jose Daniel Bolaños, Jose Fernando Valencia

, Montserrat Vallverdú, Daniel Felipe Valencia, Xavi Borrat, Pedro Luis Garnbús

Selección del tiempo de retardo en el gráfico de Poincaré: Medición de los niveles de sedación y analgesia con señales EEG

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2020 Alberto Porta, Jose F. Valencia

, Beatrice Cairo, Vlasta Bari, Emanuele Vaini, Beatrice De Maria

, Franca Barbic, Raffaello Furlan

On the Utility of Increasing the Number of Matches in Computing Sample Entropy over Short Cardiovascular Variability Series

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Alberto Porta

, José Fernando Valencia

, Beatrice Cairo

, Vlasta Bari

, Beatrice De Maria

, Francesca Gelpi

, Franca Barbic

, Raffaello Furlan

Are Strategies Favoring Pattern Matching a Viable Way to Improve Complexity Estimation Based on Sample Entropy?

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2019 Umberto Melia, Erik W. Jensen, José F. Valencia

Signal Analysis and Response Measurement

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Sebastián Jaramillo, José F. Valencia

, Pedro L. Gambús

Epilogue: Artificial Intelligence Methods

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Valencia

, Bolaños, Vallverdú, Jensen, Porta, Gambús

Refined Multiscale Entropy Using Fuzzy Metrics: Validation and Application to Nociception Assessment

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2016 Daniel Valencia, David Orejuela, Jeferson Salazar, Jose Valencia

Comparison analysis between rigrsure, sqtwolog, heursure and minimaxi techniques using hard and soft thresholding methods

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Luiz Eduardo Virgilio Silva, Renata Maria Lataro, Jaci Airton Castania, Carlos Alberto Aguiar da Silva, Jose Fernando Valencia

, Luiz Otavio Murta, Helio Cesar Salgado, Rubens Fazan, Alberto Porta

Multiscale entropy analysis of heart rate variability in heart failure, hypertensive, and sinoaortic-denervated rats: classical and refined approaches

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José Valencia

, Umberto Melia, Montserrat Vallverdú, Xavier Borrat, Mathieu Jospin, Erik Jensen, Alberto Porta, Pedro Gambús, Pere Caminal

Assessment of Nociceptive Responsiveness Levels during Sedation-Analgesia by Entropy Analysis of EEG

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José D. Bolaños, Montserrat Vallverdú Ferrer, Pere Caminal Magrans, Daniel F. Valencia, Xavier Borrat, Pedro L. Gambus, Jose F. Valencia

Assessment of sedation-analgesia by means of Poincaré analysis of the electroencephalogram

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2015 J. A. Hannam, X. Borrat, I. F. Troconiz, J. F. Valencia

, E. W. Jensen, A. Pedroso, J. Munoz, S. Castellvi-Bel, A. Castells, P. L. Gambus

Modeling Respiratory Depression Induced by Remifentanil and Propofol during Sedation and Analgesia Using a Continuous Noninvasive Measurement of pCO2

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Xavier Borrat, José Fernando Valencia

, Rudys Magrans, Marc Gimenez-Mila, Ricard Mellado, Oriol Sendino, Maria Perez, Matilde Nunez, Mathieu Jospin, Erik Weber Jensen, Inaki Troconiz, Pedro L. Gambus

Sedation-Analgesia with Propofol and Remifentanil

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Umberto Sergio Pio Melia, Montserrat Vallverdú, Xavier Borrat, Jose Fernando Valencia

, Mathieu Jospin, Erik Weber Jensen, Pedro L. Gambus, Pere Caminal

Prediction of Nociceptive Responses during Sedation by Linear and Non-Linear Measures of EEG Signals in High Frequencies

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Jose Fernando Valencia

, Montserrat Vallverdú Ferrer, Isidre Rivero, Andreas Voss, Antonio Bayes de Luna, Antonio Bayes de Luna, Alberto Porta, Pere Caminal Magrans

Symbolic dynamics to discriminate healthy and ischaemic dilated cardiomyopathy populations: An application to the variability of heart period and QT interval

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Rosana Bas, Montserrat Vallverdú, Jose F. Valencia

, Andreas Voss, Antonio Bayés de Luna, Pere Caminal

Evaluation of acceleration and deceleration cardiac processes using phase-rectified signal averaging in healthy and idiopathic dilated cardiomyopathy subjects

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All papers authored by José Fernando Valencia