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Daniel Iglesias Morís
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Data augmentation approaches using cycle-consistent adversarial networks for improving COVID-19 screening in portable chest X-ray images
DI Morís, JJ de Moura Ramos, JN Buján, MO Hortas
Expert systems with applications 185, 115681, 2021
402021
Cycle generative adversarial network approaches to produce novel portable chest X-rays images for COVID-19 diagnosis
DI Morís, J de Moura, J Novo, M Ortega
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
202021
Unsupervised contrastive unpaired image generation approach for improving tuberculosis screening using chest X-ray images
DI Morís, J de Moura, J Novo, M Ortega
Pattern Recognition Letters 164, 60-66, 2022
62022
Comprehensive analysis of clinical data for COVID-19 outcome estimation with machine learning models
DI Morís, J de Moura, PJ Marcos, EM Rey, J Novo, M Ortega
Biomedical signal processing and control 84, 104818, 2023
32023
Portable chest X-ray synthetic image generation for the COVID-19 screening
DI Morís, J de Moura, J Novo, M Ortega
Engineering Proceedings 7 (1), 6, 2021
32021
Comprehensive Analysis of the Screening of COVID-19 Approaches in Chest X-ray Images from Portable Devices.
DI Morís, J de Moura, J Novo, M Ortega
ESANN, 2021
32021
Generation of novel synthetic portable chest x-ray images for automatic covid-19 screening
DI Morís, J de Moura, J Novo, M Ortega
AI Applications for Disease Diagnosis and Treatment, 248-281, 2022
22022
Context encoder self-supervised approaches for eye fundus analysis
DI Morís, ÁS Hervella, J Rouco, J Novo, M Ortega
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
22021
Deep feature analysis in a transfer learning approach for the automatic COVID-19 screening using chest X-ray images
DI Morís, J de Moura, J Novo, M Ortega
Procedia Computer Science 225, 228-237, 2023
12023
Context encoder transfer learning approaches for retinal image analysis
DI Moris, AS Hervella, J Rouco, J Novo, M Ortega
Computers in Biology and Medicine 152, 106451, 2023
12023
Adapted generative latent diffusion models for accurate pathological analysis in chest X-ray images
DI Morís, J Moura, J Novo, M Ortega
Medical & Biological Engineering & Computing, 1-24, 2024
2024
Multi-task localization of the hemidiaphragms and lung segmentation in portable chest X-ray images of COVID-19 patients
DI Morís, J de Moura, S Aslani, J Jacob, J Novo, M Ortega
Digital Health 10, 20552076231225853, 2024
2024
Explainable learning to analyze the outcome of COVID-19 patients using clinical data
D Olañeta, DI Morís, J de Moura, PJ Marcos, EM Rey, J Novo, M Ortega
Procedia Computer Science 225, 238-247, 2023
2023
Impact of the Region of Analysis on the Performance of the Automatic Epiretinal Membrane Segmentation in OCT Images
M Gende, DI Morís, J de Moura, J Novo, M Ortega
International Conference on Computer Aided Systems Theory, 395-402, 2022
2022
Performance Analysis of GAN Approaches in the Portable Chest X-Ray Synthetic Image Generation for COVID-19 Screening
DI Morís, M Gende, J de Moura, J Novo, M Ortega
International Conference on Computer Aided Systems Theory, 403-410, 2022
2022
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