Publications in collaboration with researchers from Instituto de Investigación Sanitaria Biogipuzkoa (16)

2023

  1. Automatic Tool for Pulmonary Artery Hemodynamic Assessment from 4D flow MRI

    Proceedings - International Symposium on Biomedical Imaging

  2. Fast and versatile platform for pedicle screw insertion planning

    International Journal of Computer Assisted Radiology and Surgery, Vol. 18, Núm. 7, pp. 1151-1157

  3. MIGHTY: a comprehensive platform for the development of medical image-guided holographic therapy

    Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, Vol. 11, Núm. 4, pp. 1081-1089

  4. Unsupervised Data Drift Detection Using Convolutional Autoencoders: A Breast Cancer Imaging Scenario

    Smart Innovation, Systems and Technologies

2022

  1. Analysis of Potential Biases on Mammography Datasets for Deep Learning Model Development

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

  2. Automated anatomical labeling of a topologically variant abdominal arterial system via probabilistic hypergraph matching

    Medical Image Analysis, Vol. 75

2021

  1. Fully automatic cardiac segmentation and quantification for pulmonary hypertension analysis using mice cine mr images

    Proceedings - International Symposium on Biomedical Imaging

  2. Murine femur micro-computed tomography and biomechanical datasets for an ovariectomy-induced osteoporosis model

    Scientific Data

2020

  1. MRI to CTA Translation for Pulmonary Artery Evaluation Using CycleGANs Trained with Unpaired Data

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

2019

  1. Abdominal Aortic Aneurysm Segmentation Using Convolutional Neural Networks Trained with Images Generated with a Synthetic Shape Model

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

  2. Advanced Image Processing Algorithms for Breast Cancer Decision Support and Information Management System

    Smart Innovation, Systems and Technologies

  3. Image-Based 3D Characterization of Abdominal Aortic Aneurysm Deformation After Endovascular Aneurysm Repair

    Frontiers in Bioengineering and Biotechnology, Vol. 7

2018

  1. 3D pulmonary artery segmentation from CTA scans using deep learning with realistic data augmentation

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

  2. Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks

    Medical Image Analysis, Vol. 46, pp. 202-214

2017

  1. DCNN-Based Automatic Segmentation and Quantification of Aortic Thrombus Volume: Influence of the Training Approach

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

  2. Preoperative Planning of Endovascular Procedures in Aortic Aneurysms

    Computing and Visualization for Intravascular Imaging and Computer-Assisted Stenting (Elsevier Inc.), pp. 413-444