Publicaciones en colaboración con investigadoras/es de Donostia International Physics Center (67)

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. DL4MicEverywhere: deep learning for microscopy made flexible, shareable and reproducible

    Nature methods

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

    IS and T International Symposium on Electronic Imaging Science and Technology

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

    Physica Medica, Vol. 127

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

    International IEEE Conference proceedings, IS

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

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

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

    Proceedings - International Symposium on Biomedical Imaging

  10. Transformer-based fall detection in videos

    Engineering Applications of Artificial Intelligence, Vol. 132

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

  3. Blood Cell Revolution: Unveiling 11 Distinct Types with ‘Naturalize’ Augmentation

    Algorithms, Vol. 16, Núm. 12

  4. CartoCell, a high-content pipeline for 3D image analysis, unveils cell morphology patterns in epithelia

    Cell Reports Methods, Vol. 3, Núm. 10

  5. Current Progress and Challenges in Large-Scale 3D Mitochondria Instance Segmentation

    IEEE Transactions on Medical Imaging, Vol. 42, Núm. 12, pp. 3956-3971

  6. Folded: A toolkit to describe mammalian herbivore dentition from 2D images

    Methods in Ecology and Evolution, Vol. 14, Núm. 2, pp. 556-568

  7. Modeling Wound Healing Using Vector Quantized Variational Autoencoders and Transformers

    Proceedings - International Symposium on Biomedical Imaging

  8. Optimizing Video Analytics Deployment for In-Flight Cabin Readiness Verification

    IEEE Access, Vol. 11, pp. 92985-92995

  9. The human remains found in 1967 in Axlor: Still not convincingly Neandertals: A reply to González-Urquijo et al

    American Journal of Biological Anthropology

  10. White Blood Cell Classification: Convolutional Neural Network (CNN) and Vision Transformer (ViT) under Medical Microscope

    Algorithms, Vol. 16, Núm. 11