Publicaciones (129) Publicaciones de Jonathan Heras Vicente

2024

  1. AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge

    IEEE Transactions on Medical Imaging, Vol. 43, Núm. 1, pp. 542-557

  2. Building Spanish Trustworthy Question-Answer Datasets for Suicide Information

    Nineteenth International Conference on Computer Aided Systems Theory (EUROCAST 2024). Extended Abstracts

  3. Deep style transfer to deal with the domain shift problem on spheroid segmentation

    Neurocomputing, Vol. 569

  4. Semi-supervised Learning for Myopic Maculopathy Analysis

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

2023

  1. Analysing semi-supervised learning for image classification using compact networks in the biomedical context

    Soft Computing

  2. Automatic Generation of Subtitles for Videos of the Government of La Rioja

    Communications in Computer and Information Science

  3. Automatic diagnosis of COVID-19 from CT images using CycleGAN and transfer learning

    Applied Soft Computing, Vol. 144

  4. Binary and multi-class automated detection of age-related macular degeneration using convolutional- and transformer-based architectures

    Computer Methods and Programs in Biomedicine, Vol. 229

  5. Disease-Associated Mutations in Tau Encode for Changes in Aggregate Structure Conformation

    ACS Chemical Neuroscience, Vol. 14, Núm. 24, pp. 4282-4297

  6. Estimation of Crop Production by Fusing Images and Crop Features

    Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023

  7. Improving Accessibility in PublicWeb Pages

    CEUR Workshop Proceedings

  8. La perplejidad como herramienta para estimar la asignación de nivel de competencia en escritos de una lengua extranjera

    Procesamiento del lenguaje natural, Núm. 71, pp. 29-38

  9. MicrogliaJ: An Automatic Tool for Microglial Cell Detection and Segmentation

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

  10. Mixing Data Augmentation Methods for Semantic Segmentation

    Communications in Computer and Information Science

  11. PrevenIA: A Chatbot for Information and Prevention of Suicide and other Mental Health Disorders

    CEUR Workshop Proceedings

  12. Semi-Supervised Semantic Segmentation for Identification of Irrelevant Objects in a Waste Recycling Plant

    Journal of Universal Computer Science, Vol. 29, Núm. 5, pp. 419-431

  13. Text Classification Models for Form Entity Linking

    Lecture Notes in Networks and Systems

  14. The Role of Mechanical Properties and Structure of Type I Collagen Hydrogels on Colorectal Cancer Cell Migration

    Macromolecular Bioscience, Vol. 23, Núm. 10

  15. Towards a Retrieval Augmented Generation System for Information on Suicide Prevention

    2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology, IEEECONF 2023

  16. Two-stage Fine-Tuning for Automatic Identification of Sections in Clinical Documents

    CEUR Workshop Proceedings