Publications by the researcher in collaboration with Plácido Francisco Lizancos Vidal (22)

2023

  1. Comprehensive fully-automatic multi-depth grading of the clinical types of macular neovascularization in OCTA images

    Applied Intelligence, Vol. 53, Núm. 21, pp. 25897-25918

  2. Computerized tool for the automatic segmentation of DRT edemas using OCT scans

    Photo Acoustic and Optical Coherence Tomography Imaging, Volume 1: Diabetic retinopathy (Institute of Physics Publishing), pp. 1

  3. Image-to-image translation with Generative Adversarial Networks via retinal masks for realistic Optical Coherence Tomography imaging of Diabetic Macular Edema disorders

    Biomedical Signal Processing and Control, Vol. 79

  4. Multivendor fully automatic uncertainty management approaches for the intuitive representation of DME fluid accumulations in OCT images

    Medical and Biological Engineering and Computing, Vol. 61, Núm. 5, pp. 1209-1224

  5. Transformer-Based Multi-Prototype Approach for Diabetic Macular Edema Analysis in OCT Images

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

2022

  1. Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using optical coherence tomography images

    Pattern Analysis and Applications, Vol. 25, Núm. 1

  2. Fully-Automatic 3D Intuitive Visualization of Age-Related Macular Degeneration Fluid Accumulations in OCT Cubes

    Journal of Digital Imaging, Vol. 35, Núm. 5, pp. 1271-1282

  3. Pulmonary-Restricted COVID-19 Informative Visual Screening Using Chest X-ray Images from Portable Devices

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2021

  1. Automatic segmentation and estimation of ischemic regions in oct angiography scans

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  2. COVID-19 Lung Radiography Segmentation by Means of Multiphase Transfer Learning †

    Engineering Proceedings, Vol. 7, Núm. 1

  3. Comparative and behavioural analysis of a diffuse paradigm for the evaluation of diabetic macular edema in OCT images

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  4. Computational Radiological Screening of Patients with COVID-19 Using Chest X-ray Images from Portable Devices †

    Engineering Proceedings, Vol. 7, Núm. 1

  5. Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19

    Expert Systems with Applications, Vol. 173

2020

  1. Deep convolutional approaches for the analysis of Covid-19 using chest X-ray images from portable devices

    IEEE Access, Vol. 8, pp. 195594-195607

  2. Diabetic macular edema characterization and visualization using optical coherence tomography images

    Applied Sciences (Switzerland), Vol. 10, Núm. 21, pp. 1-23

  3. Intraretinal fluid map generation in optical coherence tomography images

    Diabetes and Retinopathy: Volume 2: Computer-Assisted Diagnosis (Elsevier), pp. 19-43

  4. Intraretinal fluid pattern characterization in optical coherence tomography images

    Sensors (Switzerland), Vol. 20, Núm. 7

  5. Intuitive and Coherent Intraretinal Cystoid Map Representation in Optical Coherence Tomography Images

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2019

  1. Computerized tool for identification and enhanced visualization of macular edema regions using OCT scans

    ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

  2. Cystoid Fluid Color Map Generation in Optical Coherence Tomography Images Using a Densely Connected Convolutional Neural Network

    Proceedings of the International Joint Conference on Neural Networks