Publications (249) Manuel González Penedo publications

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. Deep Learning for Segmentation of Optic Disc and Retinal Layers in Peripapillary Optical Coherence Tomography Images

    Proceedings of SPIE - The International Society for Optical Engineering

  3. Enhancing Pathological Detection and Monitoring in OCT Volumes with Limited Slices using Convolutional Neural Networks and 3D Visualization Techniques

    VI Congreso XoveTIC: impulsando el talento científico

  4. Generation of synthetic intermediate slices in 3D OCT cubes for improving pathology detection and monitoring

    Computers in Biology and Medicine, Vol. 163

  5. 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

  6. IoT-Watcher: A Climate Monitoring System for IT Infrastructures Based on IoT and Open-Source Technologies

    Lecture Notes in Networks and Systems

  7. VI Congreso XoveTIC: impulsando el talento científico coord.

    Servizo de Publicacións

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. Deep Features-Based Approaches for Phytoplankton Classification in Microscopy Images

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

  3. 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

  4. Fully automatic segmentation of the choroid in non-EDI OCT images of patients with multiple sclerosis

    Procedia Computer Science

  5. 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 Pipeline for Detection and Classification of Phytoplankton Specimens in Digital Microscopy Images of Freshwater Samples †

    Engineering Proceedings, Vol. 7, Núm. 1

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

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  4. Fully automatic detection and classification of phytoplankton specimens in digital microscopy images

    Computer Methods and Programs in Biomedicine, Vol. 200

  5. Talentos inclusivos: Entrevista a Manuel González Penedo e Javier Pereira Loureiro (CITIC) interviewee

    Eduga: revista galega do ensino, Núm. 82

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. Automatic detection of freshwater phytoplankton specimens in conventional microscopy images

    Sensors (Switzerland), Vol. 20, Núm. 22, pp. 1-18

  3. 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