Diego Álvarez-Estévez

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 21

Top Topics

Machine Learning Models

Convolutional Neural Networks

Top Venues

Comput. Biol. Medicine

Biomed. Signal Process. Control.

Publications

Adriana Anido-Alonso, Diego Álvarez-Estévez
Decentralized Data-Privacy Preserving Deep-Learning Approaches for Enhancing Inter-Database Generalization in Automatic Sleep Staging. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Vicente Moret-Bonillo, Eduardo Mosqueira-Rey, Samuel Magaz-Romero, Diego Álvarez-Estévez
Hybrid Classic-Quantum Computing for Staging of Invasive Ductal Carcinoma of Breast. CoRR (2023)
Samuel Magaz-Romero, Eduardo Mosqueira-Rey, Diego Álvarez-Estévez, Vicente Moret-Bonillo
Quantum Factory Method: A Software Engineering Approach to Deal with Incompatibilities in Quantum Libraries. ICCS (5) (2023)
Adriana Anido Alonso, Diego Álvarez-Estévez
Comparison of ensemble-combination approaches in an automatic sleep staging inter-database generalization task. XoveTIC (2022)
Estefanía Rivas Vázquez, Diego Álvarez-Estévez, Patricia Concheiro-Moscoso, Javier Pereira
Validation of the quality of sleep data generated by Xiaomi Mi Band 5. XoveTIC (2022)
Adriana Anido-Alonso, Diego Álvarez-Estévez
Analysis of ensemble-combination strategies for improving inter-database generalization of deep-learning-based automatic sleep staging. BHI (2022)
Diego Álvarez-Estévez, Isaac Fernández-Varela
Addressing database variability in learning from medical data: An ensemble-based approach using convolutional neural networks and a case of study applied to automatic sleep scoring. Comput. Biol. Medicine 119 (2020)
Diego Álvarez-Estévez, Roselyne M. Rijsman
Inter-database validation of a deep learning approach for automatic sleep scoring. CoRR (2020)
Diego Álvarez-Estévez, Isaac Fernández-Varela
Dealing with the database variability problem in learning from medical data: an ensemble-based approach using convolutional neural networks and a case of study applied to automatic sleep scoring. CoRR (2019)
Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
A Convolutional Network for Sleep Stages Classification. CoRR (2019)
Eduardo Mosqueira-Rey, David Alonso-Ríos, Vicente Moret-Bonillo, Isaac Fernández-Varela, Diego Álvarez-Estévez
A systematic approach to API usability: Taxonomy-derived criteria and a case study. Inf. Softw. Technol. 97 (2018)
Vicente Moret-Bonillo, Isaac Fernández-Varela, Diego Álvarez-Estévez
Uncertainty in Quantum Rule-Based Systems. CoRR (2018)
Diego Álvarez-Estévez, Vicente Moret-Bonillo
Revisiting the Wang-Mendel algorithm for fuzzy classification. Expert Syst. J. Knowl. Eng. 35 (4) (2018)
Isaac Fernández-Varela, Diego Álvarez-Estévez, Elena Hernández-Pereira, Vicente Moret-Bonillo
Outlining a simple and robust method for the automatic detection of EEG arousals. ESANN (2017)
Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
Combining machine learning models for the automatic detection of EEG arousals. Neurocomputing 268 (2017)
Isaac Fernández-Varela, Diego Álvarez-Estévez, Elena Hernández-Pereira, Vicente Moret-Bonillo
A simple and robust method for the automatic scoring of EEG arousals in polysomnographic recordings. Comput. Biol. Medicine 87 (2017)
Diego Álvarez-Estévez, Irma van Velzen, Truus Ottolini-Capellen, Bob Kemp
Derivation and modeling of two new features for the characterization of rapid and slow eye movements in electrooculographic sleep recordings. Biomed. Signal Process. Control. 35 (2017)
Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
Automatic detection of EEG arousals. ESANN (2016)
Elena Hernández-Pereira, Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Diego Álvarez-Estévez, Vicente Moret-Bonillo, Amparo Alonso-Betanzos
A comparison of performance of K-complex classification methods using feature selection. Inf. Sci. 328 (2016)
Diego Álvarez-Estévez, Vicente Moret-Bonillo
Spectral Heart Rate Variability analysis using the heart timing signal for the screening of the Sleep Apnea-Hypopnea Syndrome. Comput. Biol. Medicine 71 (2016)
Diego Álvarez-Estévez
A new automatic method for the detection of limb movements and the analysis of their periodicity. Biomed. Signal Process. Control. 26 (2016)
Diego Álvarez-Estévez, Vicente Moret-Bonillo
Computer-assisted diagnosis of the Sleep Apnea-Hypopnea Syndrome: An overview of different approaches. EMBC (2015)
Veronica Peiteado-Brea, Diego Álvarez-Estévez, Vicente Moret-Bonillo
A study of heart rate variability as sleep apnoea predictor over two different databases. BHI (2014)
Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
Improving detection of apneic events by learning from examples and treatment of missing data. InMed (2014)
Diego Álvarez-Estévez, José María Fernández-Pastoriza, Elena Hernández-Pereira, Vicente Moret-Bonillo
A method for the automatic analysis of the sleep macrostructure in continuum. Expert Syst. Appl. 40 (5) (2013)
Ángel Fernández-Leal, Diego Álvarez-Estévez, José María Fernández-Pastoriza, Vicente Moret-Bonillo
A framework for handling fuzzy temporal events. KES (2012)
Diego Álvarez-Estévez, José María Fernández-Pastoriza, Elena Hernández-Pereira, Vicente Moret-Bonillo
On the Continuous Evaluation of the Macrostructure of Sleep. KES (2012)
Diego Álvarez-Estévez, Vicente Moret-Bonillo
Identification of Electroencephalographic Arousals in Multichannel Sleep Recordings. IEEE Trans. Biomed. Eng. 58 (1) (2011)
Diego Álvarez-Estévez, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Vicente Moret-Bonillo
Reducing dimensionality in a database of sleep EEG arousals. Expert Syst. Appl. 38 (6) (2011)
Diego Álvarez-Estévez, José Carlos Príncipe, Vicente Moret-Bonillo
Information Theoretic fuzzy modeling for regression. FUZZ-IEEE (2010)
Diego Álvarez-Estévez, José Carlos Príncipe, Vicente Moret-Bonillo
Neuro-Fuzzy Classification Using the Correntropy Criterion: Application to Sleep Depth Estimation. IC-AI (2010)
Diego Álvarez-Estévez, Vicente Moret-Bonillo
Model Comparison for the Detection of EEG Arousals in Sleep Apnea Patients. IWANN (1) (2009)
Diego Álvarez-Estévez, Vicente Moret-Bonillo
Fuzzy reasoning used to detect apneic events in the sleep apnea-hypopnea syndrome. Expert Syst. Appl. 36 (4) (2009)