Publications by the researcher in collaboration with Marcos Ortega Hortas (99)

2023

  1. A new generative approach for optical coherence tomography data scarcity: unpaired mutual conversion between scanning presets

    Medical and Biological Engineering and Computing, Vol. 61, Núm. 5, pp. 1093-1112

  2. 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

2022

  1. Clinical Decision Support Tool for the Identification of Pathological Structures Associated with Age-Related Macular Degeneration

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

  2. 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

  3. Robust Deep Learning-Based Approach for Retinal Layer Segmentation in Optical Coherence Tomography Images

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

2021

  1. Automated segmentation of the central serous chorioretinopathy fluid regions using optical coherence tomography scans

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

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

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

2020

  1. Automatic ECG Screening as a Supporting Tool on a Telemedicine Framework

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

  2. Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images

    Computer Methods and Programs in Biomedicine, Vol. 186

  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. A novel automatic method to estimate visual acuity and analyze the retinal vasculature in retinal vein occlusion using swept source optical coherence tomography angiography

    Journal of Clinical Medicine, Vol. 8, Núm. 10

  2. Automatic evaluation of eye gestural reactions to sound in video sequences

    Engineering Applications of Artificial Intelligence, Vol. 85, pp. 164-174

  3. Automatic segmentation of the foveal avascular zone in ophthalmological OCT-A images

    PLoS ONE, Vol. 14, Núm. 2

  4. Automatic visual acuity estimation by means of computational vascularity biomarkers using oct angiographies

    Sensors (Switzerland), Vol. 19, Núm. 21

  5. Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers

    Biomedical Signal Processing and Control, Vol. 47, pp. 41-48

  6. Robust segmentation of retinal layers in optical coherence tomography images based on a multistage active contour model

    Heliyon, Vol. 5, Núm. 2

2018

  1. Automatic extraction of vascularity measurements using OCT-A images

    Procedia Computer Science

  2. Detection of reactions to sound via gaze and global eye motion analysis using camera streaming

    Machine Vision and Applications, Vol. 29, Núm. 7, pp. 1069-1082