Álvarez Estévez, Diego

 Investigador individual

Datos xerais

Investigador/a Dr. Diego Álvarez Estévez
Posdoutoral Xunta
Data de alta 27/11/2023
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

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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

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

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

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

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)

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)

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

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

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)

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

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)