| Research | Individual researcher |
| Research lines | Artificial Intelligence (Quantum) Machine Learning Biomedical Signal Processing Sleep Medicine |
| Contacto | UDC directory |
| Orcid id0000-0001-5790-0577 ResearcherIDA-5950-2011 Scopus25931333600 | |
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Master`s Dissertation
Master's Degree in Quantum Information Science and Technology
|
Compulsory | 0 | 15 |
|
Work Placement
Master's Degree in Artificial Intelligence
|
Compulsory | 0 | 2 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
| Final Year Dissertation | Compulsory | 0 | 16 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
AI Fundamentals
Master's Degree in Artificial Intelligence
|
Compulsory | 0 | 5.25 |
|
Explainable and Trustworthy AI
Master's Degree in Artificial Intelligence
|
Compulsory | 0 | 10.5 |
|
Multiagent Systems
Master's Degree in Artificial Intelligence
|
Optional | 0 | 16 |
|
Quantum Computing and Machine Learning
Master's Degree in Quantum Information Science and Technology
|
Optional | 0 | 10.5 |
|
Quantum Computing Architectures
Master's Degree in Quantum Information Science and Technology
|
Optional | 0 | 12.5 |
|
Quantum Computing Tools
Master's Degree in Quantum Information Science and Technology
|
Optional | 0 | 7 |
|
Work Placement
Master in Bioinformatics for Health Sciences
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 0.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
AI Fundamentals
Master's Degree in Artificial Intelligence
|
Compulsory | 0 | 5.25 |
|
Computer Communications Networks
Master's Degree in Industrial Computing and Robotics
|
Optional | 0 | 10.5 |
|
Explainable and Trustworthy AI
Master's Degree in Artificial Intelligence
|
Compulsory | 0 | 10.5 |
|
Information Systems in Industrial Environments
Master's Degree in Industrial Computing and Robotics
|
Optional | 0 | 21 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 13.5 |
|
Large Scale Machine Learning
Degree in Data Science and Engineering
|
Optional | 0 | 1 |
|
Multiagent Systems
Master's Degree in Artificial Intelligence
|
Optional | 0 | 16 |
|
Programming II
Degree in Artificial Intelligence
|
Core | 0 | 24 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 70 |
|
Programming II
Degree in Computer Engineering
|
Core | 0 | 10 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Artificial Intelligence
Computer Engineering
|
Core | 0 | 60 |
Defined tutoring by teacher for 2024/2025 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Tuesday
12:00 a 14:00 |
Teams / CITIC, planta 2 |
| 2nd quarter |
Tuesday
12:00 a 14:00 |
Teams / CITIC, planta 2 |
Directed or codirected by current teacher since 2013 year.
Select merit type and year to query research merits.
Algoritmos de Aprendizaje Automático de Nueva Generación para el Análisis de Registros Médicos del Sueño
| Funding entity | Ministerio de Ciencia, Innovación y Universidades |
| Main researches | Eduardo Mosqueira Rey (IP1) / Diego Álvarez Estévez |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/09/2024 to 31/08/2027 |
Desarrollo de modelos de aprendizaje automático generalizables y robustos en el contexto de múltiples fuentes de datos independientes
| Funding entity | Xunta de Galicia |
| Main researches | Diego Alvarez Estevez |
| Type | Proyecto Programas Autonomicos |
| Dates | From 24/07/2021 to 23/07/2025 |
Improving quality and efficiency in the scoring of sleep data: assessing the validity and comparison between manual and automatic analysis procedures
| Funding entity | Haaglanden Medisch Centrum, The Netherlands |
| Main researches | Diego Alvarez Estevez |
| Type | Proyecto Otros Programas |
| Dates | From 10/10/2019 to 10/10/2022 |
Benchmarking quantum machine learning kernel training for classification tasks
| Authors | Diego Alvarez-Estevez |
| Journal | 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
| Authors | Adriana Anido-Alonso, Diego Alvarez-Estevez |
| Journal | SLEEP MEDICINE Vol. 115 (pages 407 to 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
| Authors | 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 |
| Journal | Journal of Medical Internet Research Vol. 25 |
| DOI | https://doi.org/10.2196/42073 |
Challenges of Applying Automated Polysomnography Scoring at Scale
| Authors | Diego Alvarez-Estevez |
| Journal | Sleep Medicine Clinics Vol. 18 Num. 3 (pages 277 to 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
| Authors | Adriana Anido-Alonso, Diego Alvarez-Estevez |
| Journal | IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (pages 1 to 12) |
| DOI | https://doi.org/10.1109/jbhi.2023.3310869 |
Computer-assisted analysis of polysomnographic recordings improves inter-scorer associated agreement and scoring times
| Authors | Diego Álvarez Estévez, Roselyne M. Rijsman |
| Journal | PLOS ONE Vol. 17 Num. 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
| Authors | Diego Alvarez-Estevez, Roselyne M. Rijsman |
| Journal | SLEEP MEDICINE Vol. 100 (pages S299 to S299) |
| DOI | https://doi.org/10.1016/j.sleep.2022.05.808 |
Uncertainty in Quantum Rule-Based Systems
| Authors | Vicente Moret-Bonillo, Isaac Fernández-Varela, Diego Alvarez-Estevez |
| Journal | Archives of Clinical and Biomedical Research Vol. 5 Num. 1 (pages 42 to 60) |
Inter-database validation of a deep learning approach for automatic sleep scoring
| Authors | Diego Alvarez-Estevez, Roselyne M. Rijsman |
| Journal | PLOS ONE Vol. 16 Num. 8 |
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
| Authors | Diego Alvarez-Estevez, Isaac Fernández-Varela |
| Journal | COMPUTERS IN BIOLOGY AND MEDICINE Vol. 119 (pages 103697-1 to 103697-14) |
Sleep-related leg movements in obstructive sleep apnea: definitions, determinants, and clinical consequences
| Authors | Mirjam H. Schipper, Diego Alvarez-Estevez, Korne Jellema, Johan Verbraecken, Stephany Fulda, Roselyne M. Rijsman |
| Journal | SLEEP MEDICINE Vol. 75 (pages 131 to 140) |
Large-scale validation of an automatic EEG arousal detection algorithm using different heterogeneous databases
| Authors | Diego Álvarez Estévez, Isaac Fernández-Varela |
| Journal | SLEEP MEDICINE Vol. 57 (pages 6 to 14) |
A Systematic Approach to API Usability: Taxonomy-derived Criteria and a Case Study
| Authors | Eduardo Mosqueira-Rey, David Alonso-Ríos, Vicente Moret Bonillo, Isaac Fernández Varela, Diego Álvarez Estévez |
| Journal | INFORMATION AND SOFTWARE TECHNOLOGY Vol. 97 (pages 46 to 63) |
| DOI | https://doi.org/10.1016/j.infsof.2017.12.010 |
Revisiting the Wang-Mendel algorithm for fuzzy classification
| Authors | Diego Álvarez Estévez, Moret-Bonillo, V. |
| Journal | EXPERT SYSTEMS |
| DOI | https://doi.org/10.1111/exsy.12268 |
COMBINING MACHINE LEARNING MODELS FOR THE AUTOMATIC DETECTION OF EEG AROUSALS
| Authors | V. Moret-Bonillo, Iaac Fernández Varela, Elena Hernandez-Pereira, Diego Álvarez Estévez |
| Journal | Neurocomputing Vol. 268 (pages 100 to 108) |
Spectral Heart Rate Variability analysis using the heart timing signal for the screening of the Sleep Apnea-Hypopnea Syndrome
| Authors | Diego Alvarez-Estevez, Vicente Moret-Bonillo |
| Journal | COMPUTERS IN BIOLOGY AND MEDICINE Vol. 71 (pages 14 to 23) |
| DOI | https://doi.org/10.1016/j.compbiomed.2016.01.023 |
A Method for the Automatic Analysis of the Sleep Macrostructure in Continuum
| Authors | Diego Álvarez Estévez, José María Fernández Pastoriza, Elena Hernandez-Pereira, Vicente Moret Bonillo |
| Journal | Expert Systems with Applications Vol. 39 Num. 8 (pages 1796 to 1803) |
| DOI | https://doi.org/10.1016/j.eswa.2012.09.022 |
On The Automation of Medical Knowledge and Medical Decision Support Systems
| Authors | Moret-Bonillo, V.. Isaac Fernández-Varela. Elena Hernandez-Pereira. Diego Alvarez Estevez. Volker Perlitz |
| Book |
Advances in Biomedical Informatics Publishing: Springer International Publishing. ISBN: 978-3-319-67513-8 |
| Pages | From 187 to 217 |
Performance Analysis of Parameterized Quantum Kernel Methods on a Selection of Machine Learning Datasets
VII Congreso XoveTIC 2024
International
| Authors | Diego Alvarez-Estevez |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | 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
International
| Authors | Adriana Anido-Alonso, Diego Alvarez-Estevez |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | 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)
International
| Authors | Samuel Magaz-Romero, Eduardo Mosqueira-Rey, Diego Alvarez-Estevez, Vicente Moret Bonillo |
| Place | Praga (República Checa) |
| DOI | https://doi.org/10.1007/978-3-031-36030-5_6 |
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)
International
| Authors | Adriana Anido-Alonso, Diego Alvarez-Estevez |
| Organization | IEEE-EMBS |
| Place | Ioannina (Grecia) |
| DOI | https://doi.org/10.1109/bhi56158.2022.9926860 |
Comparison of ensemble-combination approaches in an automatic sleep staging inter-database generalization task
V XoveTIC Conference 2022
Autonomous
| Authors | Adriana Anido-Alonso, Diego Alvarez-Estevez |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Validation of the quality of sleep data generated by Xiaomi Mi Band 5
V XoveTIC Conference 2022
Autonomous
| Authors | Estefanía Rivas, Diego Alvarez-Estevez, Patricia Concheiro-Moscoso, Javier Pereira Loureiro |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | 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
National
| Authors | Isaac Fernández-Varela, Elena Hernandez-Pereira, Diego Alvarez-Estevez, Vicente Moret-Bonillo |
| Place | 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) .
International
| Authors | Isaac Fernández-Varela, Diego Álvarez Estévez, Elena Hernandez-Pereira, Vicente Moret Bonillo |
| Place | Brujas (Bélgica) |
Academic or management positions held by teacher.