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Author:Marcos Ortega

Publications
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

CAD system2, Chest X-ray2, Computer Aided Diagnosis, Contrastive Unpaired Translation, COVID-193, deep learning3, epiretinal membrane, Lung segmentation, Medical Imaging, multi-task learning, Optical Coherence Tomography, radiography, Screening, X-ray.

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