Author:Marcos Ortega

Publications
Imbalanced Datasets and Bias in Artificial Intelligence: Influence of Sex and Age for COVID-19 Screening Lorena Alvarez, Joaquim de Moura, Jorge Novo and Marcos Ortega EasyChair Preprint no. 13711
Deep Learning-Based Approaches for Ciliary Muscle Segmentation and Biomarker Extraction Elena Goyanes, Joaquim de Moura, José Ignacio Fernández-Vigo, José Ángel Fernández-Vigo, Jorge Novo and Marcos Ortega EasyChair Preprint no. 13710
Analysis of Imbalanced Datasets in the Performance of Deep Learning Approaches for COVID-19 Screening from Chest X-ray Imaging: Impact of Sex and Age Factors Lorena Alvarez, Joaquim de Moura, Lucía Ramos, Jorge Novo and Marcos Ortega In:Proceedings of V XoveTIC Conference. XoveTIC 2022
Multi-task Convolutional Neural Networks for the End-to-end Simultaneous Segmentation and Screening of the Epiretinal Membrane in OCT Images Mateo Gende, Joaquim de Moura, Jorge Novo, Manuel F. González Penedo and Marcos Ortega In:Proceedings of V XoveTIC Conference. XoveTIC 2022
Portable chest X-ray image generation for the improvement of the automatic COVID-19 screening Daniel I. Morís, Joaquim de Moura, Jorge Novo and Marcos Ortega In:Proceedings of V XoveTIC Conference. XoveTIC 2022
Region of interest-bounded COVID-19 lung screening using images from portable X-ray devices Plácido Francisco Lizancos Vidal, Joaquim de Moura, Lucía Ramos, Jorge Novo and Marcos Ortega In:Proceedings of V XoveTIC Conference. XoveTIC 2022

Keyphrases

AS-OCT, biomarkers, CAD system³, Chest X-ray², Chest X-rays, Ciliary Muscle, Computer Aided Diagnosis, Contrastive Unpaired Translation, COVID-19³, COVID-19 screening, data analysis, deep learning⁵, epiretinal membrane, Lung segmentation, Medical Imaging, multi-task learning, Optical Coherence Tomography, radiography, Screening, Segmentation, X-ray.