Publikationen (140) Publikationen von Jonathan Heras Vicente

2024

  1. A topological approach for semi-supervised learning

    Journal of Computational Science, Vol. 82

  2. AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge

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

  3. An Architecture Towards Building a Reliable Suicide Information Chatbot

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

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

    Soft Computing, Vol. 28, Núm. 15-16, pp. 8931-8943

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

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

  6. Conventional management has a greater negative impact on Phaseolus vulgaris L. rhizobia diversity and abundance than water scarcity

    Frontiers in Plant Science, Vol. 15

  7. Deep Learning Models for Justified Referral in AI Glaucoma Screening

    Proceedings - International Symposium on Biomedical Imaging

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

    Neurocomputing, Vol. 569

  9. Diagnosis of Schizophrenia in EEG Signals Using dDTF Effective Connectivity and New PreTrained CNN and Transformer Models

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

  10. Image Processing and Deep Learning Methods for the Semantic Segmentation of Blastocyst Structures

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

  11. Multi-class and Multi-label Classification of an Assembly Task in Manufacturing

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

  12. Replace, Paraphrase or Fine-tune? Evaluating Automatic Simplification for Medical Texts in Spanish

    2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings

  13. Semi-supervised Learning Methods for Semantic Segmentation of Polyps

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

  14. Semi-supervised Learning for Myopic Maculopathy Analysis

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

  15. Taking Advantage of Depth Information for Semantic Segmentation in Field-Measured Vineyards

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

2023

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

    Communications in Computer and Information Science

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

    Applied Soft Computing, Vol. 144

  3. 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

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

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

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

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