José F. Valencia

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 4

Top Topics

Machine Learning

Response Surface Methodology

Stepwise Regression

Top Venues

Publications

Joan Altés, José F. Valencia, Sebastian Jaramillo, Pedro L. Gambús
Prediction model of response to standardized painful stimulation during general anesthesia: Applying machine learning to the EEG signal. SSCI (2021)
José F. Valencia, Jose D. Bolanos, Montserrat Vallverdú, Erik W. Jensen, Alberto Porta, Pedro L. Gambús
Refined Multiscale Entropy Using Fuzzy Metrics: Validation and Application to Nociception Assessment. Entropy 21 (7) (2019)
José F. Valencia, Umberto S. P. Melia, Montserrat Vallverdú, Xavier Borrat, Mathieu Jospin, Erik W. Jensen, Alberto Porta, Pedro L. Gambús, Pere Caminal
Assessment of Nociceptive Responsiveness Levels during Sedation-Analgesia by Entropy Analysis of EEG. Entropy 18 (3) (2016)
Jose D. Bolanos, Montserrat Vallverdú, Pere Caminal, Daniel F. Valencia, Xavier Borrat, Pedro L. Gambús, José F. Valencia
Assessment of sedation-analgesia by means of poincaré analysis of the electroencephalogram. EMBC (2016)
Vlasta Bari, José F. Valencia, Montserrat Vallverdú, Giulia Girardengo, Tito Bassani, Andrea Marchi, Laura Calvillo, Pere Caminal, Sergio Cerutti, Paul A. Brink, Lia Crotti, Peter J. Schwartz, Alberto Porta
Refined multiscale entropy analysis of heart period and QT interval variabilities in long QT syndrome type-1 patients. EMBC (2013)
José F. Valencia, Alberto Porta, Montserrat Vallverdú, Francesc Claria, Rafal Baranowski, Ewa Orlowska-Baranowska, Pere Caminal
Refined Multiscale Entropy: Application to 24-h Holter Recordings of Heart Period Variability in Healthy and Aortic Stenosis Subjects. IEEE Trans. Biomed. Eng. 56 (9) (2009)