Publicaciones en colaboración con investigadoras/es de Ikerbasque, Fundación Vasca para la Ciencia (201)

2025

  1. Addressing the multiplicity of optimal solutions to the Clonal Deconvolution and Evolution Problem

    European Journal of Operational Research, Vol. 320, Núm. 3, pp. 777-788

  2. Deep Reinforcement Learning for Weakly Coupled MDP’s with Continuous Actions

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

2024

  1. A deep learning method that identifies cellular heterogeneity using nanoscale nuclear features

    Nature Machine Intelligence, Vol. 6, Núm. 9, pp. 1021-1033

  2. Analysis of Point Cloud Domain Gap Effects for 3D Object Detection Evaluation

    Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

  3. Automatic mapping of aquaculture activity in the Atlantic Ocean

    International Journal of Applied Earth Observation and Geoinformation, Vol. 132

  4. Data and Label Graph Fusion for Semi-supervised Learning: Application to Image Categorization

    IS and T International Symposium on Electronic Imaging Science and Technology

  5. Enhancing MRI brain tumor classification: A comprehensive approach integrating real-life scenario simulation and augmentation techniques

    Physica Medica, Vol. 127

  6. Machine Learning for Prediction of Cognitive Deterioration in Patients with Early Parkinson’s Disease

    Applied Sciences (Switzerland), Vol. 14, Núm. 18

  7. Mises-Fisher similarity-based boosted additive angular margin loss for breast cancer classification

    Artificial Intelligence Review, Vol. 57, Núm. 12

  8. Multi-Level XAI-Driven MLOps Pipeline for the Adjustment of Fruit and Vegetable Classifiers

    International IEEE Conference proceedings, IS

  9. Naturalize Revolution: Unprecedented AI-Driven Precision in Skin Cancer Classification Using Deep Learning

    BioMedInformatics, Vol. 4, Núm. 1, pp. 638-660

  10. On the generalization of PINNs outside the training domain and the hyperparameters influencing it

    Neural Computing and Applications

  11. Predicting Parkinson’s Disease Progression: Analyzing Prodromal Stages Through Machine Learning

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

  12. Reinforcement learning for the optimization and online control of emulsion polymerization reactors: Particle morphology

    Computers and Chemical Engineering, Vol. 187

  13. Self-supervised Vision Transformers for image-to-image labeling: a BiaPy solution to the LightMyCells Challenge

    Proceedings - International Symposium on Biomedical Imaging

  14. Tabular and Deep Learning for the Whittle Index

    ACM Transactions on Modeling and Performance Evaluation of Computing Systems, Vol. 9, Núm. 3

  15. Transformer-based fall detection in videos

    Engineering Applications of Artificial Intelligence, Vol. 132

  16. Unveiling the neuroplastic capacity of the bilingual brain: insights from healthy and pathological individuals

    Brain Structure and Function

2023

  1. 3D Domain Adaptive Instance Segmentation via Cyclic Segmentation GANs

    IEEE Journal of Biomedical and Health Informatics, Vol. 27, Núm. 8, pp. 4018-4027

  2. BiaPy: a ready-to-use library for Bioimage Analysis Pipelines

    Proceedings - International Symposium on Biomedical Imaging