Álvarez Estévez, Diego

 Investigador individual

Datos xerais

Investigador/a Dr. Diego Álvarez Estévez
Investigador Programa Ramón y Cajal
Data de alta 27/11/2023
Adscrición a deptos. Ciencias da Computación e Tecnoloxías da Información
Adscrición a centros Facultade de Informática
Código interno I000823

Contacto

Enderezo Centro de Investigación en Tecnoloxías da Información e as comunicacións (CITIC)_Planta 2_Campus Elviña s/n 15071_A Coruña
Teléfono  881 01 55 31 ext. 5531
Correo
Sitio web  https://www.dalvarezestevez.com/

Ámbito da investigación

Liñas de investigación

Artificial Intelligence

(Quantum) Machine Learning

Biomedical Signal Processing

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

Oferta tecnolóxica

Servizos ofertados

Resultados da investigación

Pode consultar o catálogo seleccionando un tipo de mérito e o ano.

Algoritmos de Aprendizaje Automático de Nueva Generación para el Análisis de Registros Médicos del Sueño

Entidade financiadora Ministerio de Ciencia, Innovación y Universidades
Investigadores principáis Eduardo Mosqueira Rey (IP1) / Diego Álvarez Estévez
Tipo Proxecto Programas Nacionales
Datas Dende 01/09/2024 ata 31/08/2027

Desarrollo de modelos de aprendizaje automático generalizables y robustos en el contexto de múltiples fuentes de datos independientes

Entidade financiadora Xunta de Galicia
Investigadores principáis Diego Alvarez Estevez
Tipo Proxecto Programas Autonomicos
Datas Dende 24/07/2021 ata 23/07/2025

Improving quality and efficiency in the scoring of sleep data: assessing the validity and comparison between manual and automatic analysis procedures

Entidade financiadora Haaglanden Medisch Centrum, The Netherlands
Investigadores principáis Diego Alvarez Estevez
Tipo Proxecto Outros Programas
Datas Dende 10/10/2019 ata 10/10/2022

Benchmarking quantum machine learning kernel training for classification tasks

Autores/as Diego Alvarez-Estevez
Revista IEEE Transactions on Quantum Engineering
DOI https://doi.org/10.1109/tqe.2025.3541882

Enhancing inter-database generalization and data-privacy safe-warding in automatic sleep staging using decentralized deep-learning strategies

Autores/as Adriana Anido-Alonso, Diego Alvarez-Estevez
Revista SLEEP MEDICINE Vol. 115 (páxs. 407 ata 407)
DOI https://doi.org/10.1016/j.sleep.2023.11.1093

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

Autores/as Patricia Concheiro-Moscoso, Betania Groba, Diego Álvarez Estévez, María del Carmen Miranda-Duro, Thais Pousada Garcia, Laura Nieto-Riveiro, Francisco Javier Mejuto Muiño, Javier Pereira
Revista Journal of Medical Internet Research Vol. 25
DOI https://doi.org/10.2196/42073

Challenges of Applying Automated Polysomnography Scoring at Scale

Autores/as Diego Alvarez-Estevez
Revista Sleep Medicine Clinics Vol. 18 Núm. 3 (páxs. 277 ata 292)
DOI https://doi.org/10.1016/j.jsmc.2023.05.002

Decentralized data-privacy preserving deep-learning approaches for enhancing inter-database generalization in automatic sleep staging

Autores/as Adriana Anido-Alonso, Diego Alvarez-Estevez
Revista IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (páxs. 1 ata 12)
DOI https://doi.org/10.1109/jbhi.2023.3310869

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

Autores/as Diego Álvarez Estévez, Roselyne M. Rijsman
Revista PLOS ONE Vol. 17 Núm. 9
DOI https://doi.org/10.1371/journal.pone.0275530

Manual versus computer-aided scoring of sleep studies: preliminary results on inter-rater agreement and analysis of scoring time differences in one sleep center

Autores/as Diego Alvarez-Estevez, Roselyne M. Rijsman
Revista SLEEP MEDICINE Vol. 100 (páxs. S299 ata S299)
DOI https://doi.org/10.1016/j.sleep.2022.05.808

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

Autores/as Diego Alvarez-Estevez, Roselyne M. Rijsman
Revista PLOS ONE Vol. 16 Núm. 8

Uncertainty in Quantum Rule-Based Systems

Autores/as Vicente Moret-Bonillo, Isaac Fernández-Varela, Diego Alvarez-Estevez
Revista Archives of Clinical and Biomedical Research Vol. 5 Núm. 1 (páxs. 42 ata 60)

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

Autores/as Diego Alvarez-Estevez, Isaac Fernández-Varela
Revista COMPUTERS IN BIOLOGY AND MEDICINE Vol. 119 (páxs. 103697-1 ata 103697-14)

Sleep-related leg movements in obstructive sleep apnea: definitions, determinants, and clinical consequences

Autores/as Mirjam H. Schipper, Diego Alvarez-Estevez, Korne Jellema, Johan Verbraecken, Stephany Fulda, Roselyne M. Rijsman
Revista SLEEP MEDICINE Vol. 75 (páxs. 131 ata 140)

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

Autores/as Diego Álvarez Estévez, Isaac Fernández-Varela
Revista SLEEP MEDICINE Vol. 57 (páxs. 6 ata 14)

A Systematic Approach to API Usability: Taxonomy-derived Criteria and a Case Study

Autores/as Eduardo Mosqueira-Rey, David Alonso-Ríos, Vicente Moret Bonillo, Isaac Fernández Varela, Diego Álvarez Estévez
Revista INFORMATION AND SOFTWARE TECHNOLOGY Vol. 97 (páxs. 46 ata 63)
DOI https://doi.org/10.1016/j.infsof.2017.12.010

Revisiting the Wang-Mendel algorithm for fuzzy classification

Autores/as Diego Álvarez Estévez, Moret-Bonillo, V.
Revista EXPERT SYSTEMS
DOI https://doi.org/10.1111/exsy.12268

COMBINING MACHINE LEARNING MODELS FOR THE AUTOMATIC DETECTION OF EEG AROUSALS

Autores/as V. Moret-Bonillo, Iaac Fernández Varela, Elena Hernandez-Pereira, Diego Álvarez Estévez
Revista Neurocomputing Vol. 268 (páxs. 100 ata 108)

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

Autores/as Diego Alvarez-Estevez, Vicente Moret-Bonillo
Revista COMPUTERS IN BIOLOGY AND MEDICINE Vol. 71 (páxs. 14 ata 23)
DOI https://doi.org/10.1016/j.compbiomed.2016.01.023

A Method for the Automatic Analysis of the Sleep Macrostructure in Continuum

Autores/as Diego Álvarez Estévez, José María Fernández Pastoriza, Elena Hernandez-Pereira, Vicente Moret Bonillo
Revista Expert Systems with Applications Vol. 39 Núm. 8 (páxs. 1796 ata 1803)
DOI https://doi.org/10.1016/j.eswa.2012.09.022

On The Automation of Medical Knowledge and Medical Decision Support Systems

Autores/as Moret-Bonillo, V.,Isaac Fernández-Varela,Elena Hernandez-Pereira,Diego Alvarez Estevez,Volker Perlitz
Libro Advances in Biomedical Informatics
Edita Springer International Publishing.
ISBN: 978-3-319-67513-8
Páxinas Dende a 187 ata a 217

Performance Analysis of Parameterized Quantum Kernel Methods on a Selection of Machine Learning Datasets
VII Congreso XoveTIC 2024
Internacional

Autores/as Diego Alvarez-Estevez
Organizador Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Lugar Coruña, A (España)
DOI https://doi.org/10.17979/spudc.9788497498913.20

Simultaneous Sleep Events Detection and Stages Classification Using a Multi-Task Deep-Learning Approach
VII Congreso XoveTIC 2024
Internacional

Autores/as Adriana Anido-Alonso, Diego Alvarez-Estevez
Organizador Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Lugar Coruña, A (España)
DOI https://doi.org/10.17979/spudc.9788497498913.28

Quantum Factory Method: A Software Engineering Approach to Deal with Incompatibilities in Quantum Libraries
23rd International Conference on Computational Science (ICCS 2023)
Internacional

Autores/as Samuel Magaz-Romero, Eduardo Mosqueira-Rey, Diego Alvarez-Estevez, Vicente Moret Bonillo
Lugar Praga (República Checa)
DOI https://doi.org/10.1007/978-3-031-36030-5_6

Comparison of ensemble-combination approaches in an automatic sleep staging inter-database generalization task
V XoveTIC Conference 2022
Autonómico

Autores/as Adriana Anido-Alonso, Diego Alvarez-Estevez
Organizador Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Lugar Coruña, A (España)

Analysis of ensemble-combination strategies for improving inter-database generalization of deep-learning-based automatic sleep staging
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)
Internacional

Autores/as Adriana Anido-Alonso, Diego Alvarez-Estevez
Organizador IEEE-EMBS
Lugar Ioannina (Grecia)
DOI https://doi.org/10.1109/bhi56158.2022.9926860

Validation of the quality of sleep data generated by Xiaomi Mi Band 5
V XoveTIC Conference 2022
Autonómico

Autores/as Estefanía Rivas, Diego Alvarez-Estevez, Patricia Concheiro-Moscoso, Javier Pereira Loureiro
Organizador Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Lugar Coruña, A (España)

Una red convolucional para la clasificación de las fases de sueño
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
Nacional

Autores/as Isaac Fernández-Varela, Elena Hernandez-Pereira, Diego Alvarez-Estevez, Vicente Moret-Bonillo
Lugar Granada (España)

Outlining a simple and robust method for the automatic detection of EEG arousals
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
Internacional

Autores/as Isaac Fernández-Varela, Diego Álvarez Estévez, Elena Hernandez-Pereira, Vicente Moret Bonillo
Lugar Brujas (Bélgica)