| Dirección | 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/ |
| Líneas de investigación |
Artificial Intelligence (Quantum) Machine Learning Biomedical Signal Processing |
| Palabras clave | Artificial Intelligence, (Quantum) Machine Learning, Biomedical Signal Processing, Sleep Medicine |
| Servicios ofertados |
Puede consultar el catálogo seleccionando un tipo de mérito y un año.
Algoritmos de Aprendizaje Automático de Nueva Generación para el Análisis de Registros Médicos del Sueño
| Entidad financiadora | Ministerio de Ciencia, Innovación y Universidades |
| Investigadores principales | Eduardo Mosqueira Rey (IP1) / Diego Álvarez Estévez |
| Tipo | Proyecto Programas Nacionales |
| Fechas | De 01/09/2024 a 31/08/2027 |
Desarrollo de modelos de aprendizaje automático generalizables y robustos en el contexto de múltiples fuentes de datos independientes
| Entidad financiadora | Xunta de Galicia |
| Investigadores principales | Diego Alvarez Estevez |
| Tipo | Proyecto Programas Autonomicos |
| Fechas | De 24/07/2021 a 23/07/2025 |
Improving quality and efficiency in the scoring of sleep data: assessing the validity and comparison between manual and automatic analysis procedures
| Entidad financiadora | Haaglanden Medisch Centrum, The Netherlands |
| Investigadores principales | Diego Alvarez Estevez |
| Tipo | Proyecto Otros Programas |
| Fechas | De 10/10/2019 a 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 (págs. 407 a 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 (págs. 277 a 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 (págs. 1 a 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 (págs. S299 a 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 (págs. 42 a 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 (págs. 103697-1 a 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 (págs. 131 a 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 (págs. 6 a 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 (págs. 46 a 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 (págs. 100 a 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 (págs. 14 a 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 (págs. 1796 a 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 |
| Páginas | De la 187 a la 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) |