D. Álvarez-Estévez

发表

A continuous evaluation of the awake sleep state using fuzzy reasoning

D. Álvarez-Estévez, J. M. Fernández-Pastoriza, V. Moret-Bonillo, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Computer-Assisted Diagnosis of the Sleep Apnea-Hypopnea Syndrome: A Review

Vicente Moret-Bonillo, Diego Alvarez-Estevez, D. Álvarez-Estévez, 2015, Sleep disorders.

D. Álvarez-Estévez, J. Verbraecken, S. Fulda, 2020, Sleep medicine.

Analysis of ensemble-combination strategies for improving inter-database generalization of deep-learning-based automatic sleep staging

D. Álvarez-Estévez, Adriana Anido–Alonso, 2022, 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

A comparison of performance of K-complex classification methods using feature selection

Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Noelia Sánchez-Maroño, 2016, Inf. Sci..

Automatic classification of respiratory patterns involving missing data imputation techniques

Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo, 2015 .

Improving detection of apneic events by learning from examples and treatment of missing data

Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo, 2014, InMed.

Information Theoretic fuzzy modeling for regression

José Carlos Príncipe, Diego Álvarez-Estévez, Vicente Moret-Bonillo, 2010, International Conference on Fuzzy Systems.

Neuro-Fuzzy Classification Using the Correntropy Criterion: Application to Sleep Depth Estimation

José Carlos Príncipe, Diego Álvarez-Estévez, Vicente Moret-Bonillo, 2010, IC-AI.

Stroke and other cardiovascular events in patients with obstructive sleep apnea and the effect of continuous positive airway pressure

D. Álvarez-Estévez, J. Verbraecken, R. Rijsman, 2017, Journal of Neurology.

D. Álvarez-Estévez, J. Verbraecken, R. Rijsman, 2018, European Neurology.

Computer-assisted analysis of polysomnographic recordings improves inter-scorer associated agreement and scoring times

D. Álvarez-Estévez, R. Rijsman, 2022, medRxiv.

Inter-database validation of a deep learning approach for automatic sleep scoring pdf

Diego Alvarez-Estevez, Roselyne M. Rijsman, D. Álvarez-Estévez, 2020, PloS one.

Spectral Heart Rate Variability analysis using the heart timing signal for the screening of the Sleep Apnea-Hypopnea Syndrome

Vicente Moret-Bonillo, Diego Álvarez-Estévez, D. Álvarez-Estévez, 2016, Comput. Biol. Medicine.

Intelligent Approach for Analysis of Respiratory Signals and Oxygen Saturation in the Sleep Apnea/Hypopnea Syndrome

Elena Hernández-Pereira, Vicente Moret-Bonillo, Diego Alvarez-Estévez, 2014, The open medical informatics journal.

A framework for handling fuzzy temporal events

Diego Álvarez-Estévez, Vicente Moret-Bonillo, Ángel Fernández-Leal, 2012, KES.

Fuzzy reasoning used to detect apneic events in the sleep apnea-hypopnea syndrome

Diego Álvarez-Estévez, Vicente Moret-Bonillo, D. Álvarez-Estévez, 2009, Expert Syst. Appl..

Computer-Assisted Decision Support in the Sleep Apnea-Hypopnea Syndrome

D. Álvarez-Estévez, V. Moret-Bonillo, 2009 .

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

Isaac Fernández-Varela, Diego Álvarez-Estévez, D. Álvarez-Estévez, 2019, ArXiv.

Large-scale validation of an automatic EEG arousal detection algorithm using different heterogeneous databases.

Isaac Fernández-Varela, Diego Alvarez-Estevez, D. Álvarez-Estévez, 2018, Sleep medicine.

On The Automation of Medical Knowledge and Medical Decision Support Systems

Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, 2018 .

Combining machine learning models for the automatic detection of EEG arousals

Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, 2017, Neurocomputing.

Derivation and modeling of two new features for the characterization of rapid and slow eye movements in electrooculographic sleep recordings

Bob Kemp, Diego Álvarez-Estévez, Irma van Velzen, 2017, Biomed. Signal Process. Control..

A new automatic method for the detection of limb movements and the analysis of their periodicity

Diego Álvarez-Estévez, D. Álvarez-Estévez, 2016, Biomed. Signal Process. Control..

Computer-assisted diagnosis of the Sleep Apnea-Hypopnea Syndrome: An overview of different approaches

Diego Álvarez-Estévez, Vicente Moret-Bonillo, D. Álvarez-Estévez, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A method for the automatic analysis of the sleep macrostructure in continuum

Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo, 2013, Expert Syst. Appl..

On the Continuous Evaluation of the Macrostructure of Sleep

Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo, 2012, KES.

Reducing dimensionality in a database of sleep EEG arousals

Amparo Alonso-Betanzos, Noelia Sánchez-Maroño, Diego Álvarez-Estévez, 2011, Expert Syst. Appl..

Identification of Electroencephalographic Arousals in Multichannel Sleep Recordings

Diego Álvarez-Estévez, Vicente Moret-Bonillo, D. Álvarez-Estévez, 2011, IEEE Transactions on Biomedical Engineering.

Model Comparison for the Detection of EEG Arousals in Sleep Apnea Patients

Diego Álvarez-Estévez, Vicente Moret-Bonillo, D. Álvarez-Estévez, 2009, IWANN.

Automatic detection of EEG arousals

Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, 2016, ESANN.

Uncertainty in Quantum Rule-Based Systems pdf

Isaac Fernández-Varela, Diego Álvarez-Estévez, Vicente Moret-Bonillo, 2018, Archives of Clinical and Biomedical Research.

Revisiting the Wang–Mendel algorithm for fuzzy classification

Diego Álvarez-Estévez, Vicente Moret-Bonillo, D. Álvarez-Estévez, 2018, Expert Syst. J. Knowl. Eng..

A systematic approach to API usability: Taxonomy-derived criteria and a case study

Isaac Fernández-Varela, Diego Álvarez-Estévez, Vicente Moret-Bonillo, 2017, Inf. Softw. Technol..

Challenges of Applying Automated Polysomnography Scoring at Scale.

D. Álvarez-Estévez, 2023, Sleep medicine clinics.

A simple and robust method for the automatic scoring of EEG arousals in polysomnographic recordings

Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, 2017, Comput. Biol. Medicine.

Quality of Sleep Data Validation From the Xiaomi Mi Band 5 Against Polysomnography: Comparison Study

María del Carmen Miranda-Duro, D. Álvarez-Estévez, Laura Nieto-Riveiro, 2023, Journal of medical Internet research.

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

D. Álvarez-Estévez, Isaac Fernández-Varela, 2019, Comput. Biol. Medicine.

Decentralized Data-Privacy Preserving Deep-Learning Approaches for Enhancing Inter-Database Generalization in Automatic Sleep Staging

D. Álvarez-Estévez, A. Anido-Alonso, 2023, IEEE Journal of Biomedical and Health Informatics.