Publications in collaboration with researchers from Institució Catalana de Recerca i Estudis Avançats (8)

2022

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

    Medical Image Analysis, Vol. 75

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. Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network

    Medical Image Analysis, Vol. 57, pp. 1-17

  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. Comparison of regularization techniques for DCNN-based abdominal aortic aneurysm segmentation

    Proceedings - International Symposium on Biomedical Imaging

  3. 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)