| Department | Computer Science and Information Technologies |
| Knowledgment area | Computational Science and Artificial Intelligence |
| Research | Research group Grupo de Visión Artificial y Reconocimiento de Patrones |
| Research lines | No data available from Curriculum Management System at UDC. (SUXI). |
| Contacto | UDC directory |
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 |
|---|---|---|---|
| Human Machine Interfaces | Compulsory | 0 | 30 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 0 | 30 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 0 | 30 |
Defined tutoring by teacher for 2023/2024 academic course.
| Quarter | Day | Site |
|---|---|---|
| 2nd quarter |
Monday
12:30 a 14:30 |
TEAMS |
| 2nd quarter |
Tuesday
12:30 a 14:30 |
TEAMS |
No available EOG works or final master thesis directed by current teacher since 2013 year.
Select merit type and year to query research merits.
CUANTIFICACION Y CARACTERIZACION COMPUTACIONAL DE IMAGEN MULTIMODAL OFTALMOLOGICA: ESTUDIOS EN ESCLEROSIS MULTIPLE
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | Manuel González Penedo; José Rouco Maseda |
| Type | Proyecto Programas Nacionales |
| Dates | From 03/09/2020 to 31/12/2023 |
Herramienta para la visualización intuitiva de la afectación pulmonar en pacientes de COVID-19 sobre radiología torácica. PORT-COVID-NET
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | Marcos Ortega Hortas, Jorge Novo Buján, J. Rouco, Joaquim de Moura, Plácido L. Vidal, D. I. Morís |
| Application date | 31/03/2022 |
Context Encoder Transfer Learning Approaches for Retinal Image Analysis
| Authors | D. I. Morís, Álvaro S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas |
| Journal | COMPUTERS IN BIOLOGY AND MEDICINE Vol. 152 (pages 1 to 14) |
| DOI | https://doi.org/10.1016/j.compbiomed.2022.106451 |
Unsupervised contrastive unpaired image generation approach for improving tuberculosis screening using chest X-ray images
| Authors | D. I. Morís, J. de Moura, J. Novo, M. Ortega |
| Journal | PATTERN RECOGNITION LETTERS Vol. 164 (pages 60 to 66) |
| DOI | https://doi.org/10.1016/j.patrec.2022.10.026 |
Data augmentation approaches using cycle-consistent adversarial networks for improving COVID-19 screening in portable chest X-ray images
| Authors | D. I. Morís, J. de Moura, J. Novo, M. Ortega |
| Journal | Expert Systems with Applications Vol. 185 (pages 115681 to 115681) |
| DOI | https://doi.org/10.1016/j.eswa.2021.115681 |
Generation of Novel Synthetic Portable Chest X-Ray Images for Automatic COVID-19 Screening
| Authors | D. I. Morís. J. de Moura. J. Novo. M. Ortega |
| Book |
AI Applications for Disease Diagnosis and Treatment Publishing: IGI Global. ISBN: 9781668423042 |
| Pages | From 248 to 281 |
Impact of the Region of Analysis on the Performance of the Automatic Epiretinal Membrane Segmentation in OCT Images
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International
| Authors | M. Gende, D. I. Morís, J. de Moura, J. Novo, M. Ortega |
| Organization | Universidad de Las Palmas de Gran Canaria (ULPGC) |
| Place | Palmas de Gran Canaria, Las (España) |
Performance Analysis of GAN Approaches in the Portable Chest X-ray Synthetic Image Generation for COVID-19 Screening
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International
| Authors | D. I. Morís, M. Gende, J. de Moura, J. Novo, M. Ortega |
| Organization | Universidad de Las Palmas de Gran Canaria (ULPGC) |
| Place | Palmas de Gran Canaria, Las (España) |
Portable chest X-ray image generation for the improvement of the automatic COVID-19 screening
V XoveTIC Conference 2022
Autonomous
| Authors | D. I. Morís, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Cycle Generative Adversarial Network Approaches to Produce Novel Portable Chest X-Rays Images for Covid-19 Diagnosis
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021)
International
| Authors | D. I. Morís, J. de Moura, J. Novo, M. Ortega |
| Place | Toronto (Canadá) |
| DOI | https://doi.org/10.1109/icassp39728.2021.9414031 |
Context encoder self-supervised approaches for eye fundus analysis
International Joint Conference on Neural Networks (IJCNN 2021)
International
| Authors | D. I. Morís, Álvaro S. Hervella, J. Rouco, J. Novo, M. Ortega |
| Place | Shenzhen (China) |
| DOI | https://doi.org/10.1109/ijcnn52387.2021.9533567 |
Portable Chest X-ray Synthetic Image Generation for the COVID-19 Screening
IV Congreso XoveTIC 2021
International
| Authors | D. I. Morís, J. de Moura, J. Novo, M. Ortega |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/engproc2021007006 |
Comprehensive Analysis of the Screening of COVID-19 Approaches in Chest X-ray Images from Portable Devices
29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2021)
International
| Authors | D. I. Morís, J. de Moura, J. Novo, M. Ortega |
| Place | Bruselas (Bélgica) |
| DOI | https://doi.org/10.14428/esann/2021.es2021-31 |
Academic or management positions held by teacher.