Publications in collaboration with researchers from Universidade da Coruña (411)

2025

  1. Computer-assisted evaluation of retinal vessel tortuosity in children with sickle cell disease without retinopathy

    Microvascular Research, Vol. 157

  2. Efficient semi-supervised hierarchical training for segmenting choroidal vessels and other structures on OCT images of multiple sclerosis patients

    Biomedical Signal Processing and Control, Vol. 100

2024

  1. 3D Features Fusion for Automated Segmentation of Fluid Regions in CSCR Patients: An OCT-based Photodynamic Therapy Response Analysis

    JOURNAL OF IMAGING INFORMATICS IN MEDICINE

  2. Adapted generative latent diffusion models for accurate pathological analysis in chest X-ray images

    Medical and Biological Engineering and Computing, Vol. 62, Núm. 7, pp. 2189-2212

  3. Are artificial intelligence chatbots a reliable source of information about contact lenses?

    Contact Lens and Anterior Eye, Vol. 47, Núm. 2

  4. Automatic simultaneous ciliary muscle segmentation and biomarker extraction in AS-OCT images using deep learning-based approaches

    Biomedical Signal Processing and Control, Vol. 90

  5. Comparative study of the glistening between four intraocular lens models assessed by OCT and deep learning

    Journal of Cataract and Refractive Surgery, Vol. 50, Núm. 1, pp. 37-42

  6. ConKeD: multiview contrastive descriptor learning for keypoint-based retinal image registration

    Medical and Biological Engineering and Computing

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

    Proceedings - International Symposium on Biomedical Imaging

  8. Efficient clinical decision-making process via AI-based multimodal data fusion: A COVID-19 case study

    Heliyon, Vol. 10, Núm. 20

  9. Evolutionary multi-target neural network architectures for flow void analysis in optical coherence tomography angiography

    Applied Soft Computing, Vol. 153

  10. Explainable artificial intelligence for the automated assessment of the retinal vascular tortuosity

    Medical and Biological Engineering and Computing, Vol. 62, Núm. 3, pp. 865-881

  11. FMPD - Freshwater Microscopy Phytoplankton Dataset

    Zenodo

  12. FMPD - Freshwater Microscopy Phytoplankton Dataset

    Zenodo

  13. Fully automatic deep convolutional approaches for the screening of neurodegeneratives diseases using multi-view OCT images

    Artificial Intelligence in Medicine, Vol. 158

  14. Intra- and Inter-expert Validation of an Automatic Segmentation Method for Fluid Regions Associated with Central Serous Chorioretinopathy in OCT Images

    JOURNAL OF IMAGING INFORMATICS IN MEDICINE, Vol. 37, Núm. 1, pp. 107-122

  15. Machine learning-based WENO5 scheme

    Computers and Mathematics with Applications, Vol. 168, pp. 84-99

  16. Multi-Adaptive Optimization for multi-task learning with deep neural networks

    Neural Networks, Vol. 170, pp. 254-265

  17. Multi-task localization of the hemidiaphragms and lung segmentation in portable chest X-ray images of COVID-19 patients

    Digital Health, Vol. 10

  18. Phytoplankton detection and recognition in freshwater digital microscopy images using deep learning object detectors

    Heliyon, Vol. 10, Núm. 3