Publicaciones en colaboración con investigadoras/es de Donostia International Physics Center (95)

2024

  1. 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

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

    IS and T International Symposium on Electronic Imaging Science and Technology

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

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

  4. Transformer-based fall detection in videos

    Engineering Applications of Artificial Intelligence, Vol. 132

  5. Ultraconfined Plasmons in Atomically Thin Crystalline Silver Nanostructures

    Advanced Materials, Vol. 36, Núm. 9

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

2022

  1. A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments

    Sensors, Vol. 22, Núm. 3

  2. A quantitative biophysical principle to explain the 3D cellular connectivity in curved epithelia

    Cell Systems, Vol. 13, Núm. 8, pp. 631-643.e8

  3. Brain virtual histology with X-ray phase-contrast tomography Part II: 3D morphologies of amyloid-β plaques in Alzheimer's disease models

    Biomedical Optics Express, Vol. 13, Núm. 3, pp. 1640-1653

  4. Deep learning based domain adaptation for mitochondria segmentation on EM volumes

    Computer Methods and Programs in Biomedicine, Vol. 222

  5. Identification and measurement of tropical tuna species in purse seiner catches using computer vision and deep learning

    Ecological Informatics, Vol. 67