Diego Álvarez-Estévez
Orcid: 0000-0001-5790-0577
According to our database1,
Diego Álvarez-Estévez
authored at least 34 papers
between 2009 and 2024.
Collaborative distances:
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Bibliography
2024
CoRR, 2024
2023
Decentralized Data-Privacy Preserving Deep-Learning Approaches for Enhancing Inter-Database Generalization in Automatic Sleep Staging.
IEEE J. Biomed. Health Informatics, November, 2023
CoRR, 2023
Quantum Factory Method: A Software Engineering Approach to Deal with Incompatibilities in Quantum Libraries.
Proceedings of the Computational Science - ICCS 2023, 2023
2022
Proceedings of V XoveTIC Conference, 2022
Comparison of ensemble-combination approaches in an automatic sleep staging inter-database generalization task.
Proceedings of V XoveTIC Conference, 2022
Analysis of ensemble-combination strategies for improving inter-database generalization of deep-learning-based automatic sleep staging.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2020
CoRR, 2020
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, 2020
2019
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
2018
Inf. Softw. Technol., 2018
Expert Syst. J. Knowl. Eng., 2018
2017
Neurocomputing, 2017
A simple and robust method for the automatic scoring of EEG arousals in polysomnographic recordings.
Comput. Biol. Medicine, 2017
Derivation and modeling of two new features for the characterization of rapid and slow eye movements in electrooculographic sleep recordings.
Biomed. Signal Process. Control., 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
2016
A comparison of performance of K-complex classification methods using feature selection.
Inf. Sci., 2016
Spectral Heart Rate Variability analysis using the heart timing signal for the screening of the Sleep Apnea-Hypopnea Syndrome.
Comput. Biol. Medicine, 2016
A new automatic method for the detection of limb movements and the analysis of their periodicity.
Biomed. Signal Process. Control., 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
2015
Computer-assisted diagnosis of the Sleep Apnea-Hypopnea Syndrome: An overview of different approaches.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Improving detection of apneic events by learning from examples and treatment of missing data.
Proceedings of the Innovation in Medicine and Healthcare 2014, 2014
A study of heart rate variability as sleep apnoea predictor over two different databases.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
Expert Syst. Appl., 2013
2012
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012
2011
IEEE Trans. Biomed. Eng., 2011
Expert Syst. Appl., 2011
2010
Neuro-Fuzzy Classification Using the Correntropy Criterion: Application to Sleep Depth Estimation.
Proceedings of the 2010 International Conference on Artificial Intelligence, 2010
Proceedings of the FUZZ-IEEE 2010, 2010
2009
Expert Syst. Appl., 2009
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009