Publications (124)

¹ Publicaciones consideradas como producción del grupo

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2025

  1. A Study on Immersive Behavioral Therapy for Individuals with Intellectual Disabilities with Fear of Stairs

    PROCEEDINGS OF THE 2025 ACM INTERNATIONAL CONFERENCE ON INTERACTIVE MEDIA EXPERIENCES, IMX 2025

  2. A multi-task framework for breast cancer segmentation and classification in ultrasound imaging

    Computer Methods and Programs in Biomedicine, Vol. 260

  3. AUDIT: An open-source Python library for AI model evaluation with use cases in MRI brain tumor segmentation

    Computer Methods and Programs in Biomedicine, Vol. 271

  4. Attention-inspired text-based recommender system with explanatory capabilities

    Applied Soft Computing, Vol. 184

  5. BTS U-Net: A data-driven approach to brain tumor segmentation through deep learning

    Biomedical Signal Processing and Control, Vol. 104

  6. Bridging the quality gap: Robust colon wall segmentation in noisy transabdominal ultrasound

    Computers in Biology and Medicine, Vol. 197

  7. Data: Europe's own path in artificial intelligence

    Journal of Healthcare Quality Research, Vol. 40, Núm. 5

  8. Immersive Cognitive Training for Job Integration with people with Intellectual Disabilities

    PROCEEDINGS OF THE 2025 ACM INTERNATIONAL CONFERENCE ON INTERACTIVE MEDIA EXPERIENCES, IMX 2025

  9. Kernel density estimation for multiclass quantification

    Machine Learning, Vol. 114, Núm. 4

  10. MAPunet: High-resolution snow depth mapping through U-Net pixel-wise regression

    Remote Sensing Applications: Society and Environment, Vol. 37

  11. Modeling biodiesel properties by preference learning: Case study of cetane number

    Engineering Applications of Artificial Intelligence, Vol. 144

  12. Nutriconv: multitask learning framework for digital dietary tracking trained on EFSA’s pancake dataset

    Neural Computing and Applications

  13. Quantification using permutation-invariant networks based on histograms

    Neural Computing and Applications, Vol. 37, Núm. 5, pp. 3505-3520

  14. Self-consistent Deep Approximation of Retinal Traits for Robust and Highly Efficient Vascular Phenotyping of Retinal Colour Fundus Images

    Communications in Computer and Information Science

  15. Towards a Lightweight CNN for Semantic Food Segmentation

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

2024

  1. A Self-Supervised Approach for Enhanced Feature Representations in Object Detection Tasks

    IJCNN 2024 Conferences Proceedings

  2. Application of machine learning techniques to predict biodiesel iodine value

    Energy, Vol. 292

  3. Binary quantification and dataset shift: an experimental investigation

    Data Mining and Knowledge Discovery, Vol. 38, Núm. 4, pp. 1670-1712

  4. Deep-stratification of the cardiovascular risk by ultrasound carotid artery images

    Biomedical Signal Processing and Control, Vol. 91

  5. Dynamic Multimodal Prompt Tuning: Boost Few-Shot Learning with VLM-Guided Point Cloud Models

    Frontiers in Artificial Intelligence and Applications