Diego Alvarez-Estevez

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Vicente Moret-BonilloFull Professor. Department of Computer Science, UDC. Spain.Verified email at udc.es
Elena Hernández-PereiraProfesora Titular de la Universidade da CoruñaVerified email at udc.es
Isaac Fernández-VarelaUniversidade da CoruñaVerified email at udc.es
Eduardo Mosqueira-ReyUniversity of A CoruñaVerified email at udc.es
Amparo Alonso-BetanzosCatedrática de Computación, CITIC (UDC)Verified email at udc.es
Noelia Sánchez-MaroñoAssociate Professor of Computer Science. University of A CoruñaVerified email at udc.es
Ángel Fernández LealUniversidad de A CoruñaVerified email at udc.es
D. Alonso-RíosCITIC. UDC. University of A Coruña (Spain)Verified email at udc.es
Adriana Anido-AlonsoUniversidad de A CoruñaVerified email at udc.es
Patricia Concheiro-MoscosoUniversidade da Coruña, CITIC. TALIONIS Group. PhD in Health SciencesVerified email at udc.es
Veronica Bolon-CanedoAssociate Professor, Universidade da Coruña, CITICVerified email at udc.es
Samuel Magaz-RomeroInvestigador en Formación, Universidade da CoruñaVerified email at udc.es
Javier Pereira LoureiroCITIC. Grupo TALIONIS. Profesor TU de Radiología y Medicina Física. Universidade da CoruñaVerified email at udc.es
María del Carmen Miranda-DuroCITIC. Grupo TALIONIS. Profesora en Facultade Ciencias da Saúde, Universidade da CoruñaVerified email at udc.es
Betania GrobaUniversidade da CoruñaVerified email at udc.es
jose principeprofessor of ECE, U. of FloridaVerified email at cnel.ufl.edu
Stephany FuldaSleep Medicine Unit, Neurocenter of Southern Switzerland, Civic Hospital (EOC) of LuganoVerified email at eoc.ch
Laura Nieto RiveiroProfesora contratada doctora, integrante del grupo de investigación TALIONIS (UDC)Verified email at udc.es
Thais PousadaUniversidade da CoruñaVerified email at udc.es

Diego Alvarez-Estevez

CITIC, University of A Coruña, Spain

Verified email at udc.es - Homepage

Artificial Intelligence (Quantum) Machine Learning Biomedical Signal Processing Sleep Medicine


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Fuzzy reasoning used to detect apneic events in the sleep apnea-hypopnea syndrome D Álvarez-Estévez, V Moret-Bonillo Expert Systems with Applications 36 (4), 7778-7785, 2009	85	2009
A systematic approach to API usability: Taxonomy-derived criteria and a case study E Mosqueira-Rey, D Alonso-Ríos, V Moret-Bonillo, I Fernández-Varela, ... Information and Software Technology 97, 46-63, 2018	65	2018
Identification of electroencephalographic arousals in multichannel sleep recordings D Álvarez-Estévez, V Moret-Bonillo IEEE Transactions on Biomedical Engineering 58 (1), 54-63, 2011	62	2011
Computer‐assisted diagnosis of the sleep apnea‐hypopnea syndrome: a review D Alvarez-Estevez, V Moret-Bonillo Sleep disorders 2015 (1), 237878, 2015	57	2015
Inter-database validation of a deep learning approach for automatic sleep scoring D Alvarez-Estevez, RM Rijsman Plos one 16 (8), e0256111, 2021	50	2021
A method for the automatic analysis of the sleep macrostructure in continuum D Álvarez-Estévez, JM Fernández-Pastoriza, E Hernández-Pereira, ... Expert Systems with Applications 40 (5), 1796-1803, 2013	48	2013
Combining machine learning models for the automatic detection of EEG arousals I Fernández-Varela, E Hernández-Pereira, D Álvarez-Estévez, ... Neurocomputing 268, 100-108, 2017	46	2017
A comparison of performance of K-complex classification methods using feature selection E Hernández-Pereira, V Bolón-Canedo, N Sánchez-Maroño, ... Information Sciences 328, 1-14, 2016	43	2016
Automatic classification of respiratory patterns involving missing data imputation techniques EM Hernández-Pereira, D Álvarez-Estévez, V Moret-Bonillo Biosystems Engineering 138, 65-76, 2015	36	2015
Reducing dimensionality in a database of sleep EEG arousals D Álvarez-Estévez, N Sánchez-Maroño, A Alonso-Betanzos, ... Expert Systems with Applications 38 (6), 7746-7754, 2011	35	2011
Intelligent Approach for Analysis of Respiratory Signals and Oxygen Saturation in the Sleep Apnea/Hypopnea Syndrome V Moret-Bonillo, D Alvarez-Estévez, A Fernández-Leal, ... The open medical informatics journal 8, 1, 2014	33	2014
Stroke and other cardiovascular events in patients with obstructive sleep apnea and the effect of continuous positive airway pressure MH Schipper, K Jellema, BJW Thomassen, D Alvarez-Estevez, ... Journal of Neurology 6 (264), 1247-1253, 2017	27	2017
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 Alvarez-Estevez, I Fernández-Varela Computers in Biology and Medicine 119, 2020	23*	2020
Haaglanden Medisch Centrum sleep staging database D Alvarez-Estevez, RM Rijsman https://doi.org/10.13026/t79q-fr32, 2022	22*	2022
A simple and robust method for the automatic scoring of EEG arousals in polysomnographic recordings I Fernández-Varela, D Alvarez-Estevez, E Hernández-Pereira, ... Computers in Biology and Medicine 87, 77-86, 2017	21	2017
Large-scale validation of an automatic EEG arousal detection algorithm using different heterogeneous databases D Alvarez-Estevez, I Fernández-Varela Sleep medicine 57, 6-14, 2019	20	2019
Spectral Heart Rate Variability analysis using the heart timing signal for the screening of the Sleep Apnea–Hypopnea Syndrome D Alvarez-Estevez, V Moret-Bonillo Computers in Biology and Medicine 71, 14-23, 2016	18	2016
Revisiting the Wang–Mendel algorithm for fuzzy classification D Alvarez‐Estevez, V Moret‐Bonillo Expert Systems, 2018	17	2018
Sleep-related leg movements in obstructive sleep apnea: definitions, determinants, and clinical consequences MH Schipper, D Alvarez-Estevez, K Jellema, J Verbraecken, S Fulda, ... Sleep Medicine 75, 131-140, 2020	16	2020
A new automatic method for the detection of limb movements and the analysis of their periodicity D Alvarez-Estevez Biomedical Signal Processing and Control 26, 117-125, 2016	16	2016

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