Publications in collaboration with researchers from Universidade Do Porto (14)

2023

  1. Transformer-Based Multi-Prototype Approach for Diabetic Macular Edema Analysis in OCT Images

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

2020

  1. Joint Diabetic Macular Edema Segmentation and Characterization in OCT Images

    Journal of Digital Imaging, Vol. 33, Núm. 5, pp. 1335-1351

2019

  1. Fully automatic multi-temporal land cover classification using Sentinel-2 image data

    Procedia Computer Science

2018

  1. Automatic Characterization of the serous Retinal Detachment Associated with the subretinal Fluid Presence in Optical Coherence Tomography Images

    Procedia Computer Science

  2. Learning Lung Nodule Malignancy Likelihood from Radiologist Annotations or Diagnosis Data

    Journal of Medical and Biological Engineering, Vol. 38, Núm. 3, pp. 424-442

2017

  1. Evaluation of the degree of malignancy of lung nodules in computed tomography images

    VISIGRAPP 2017 - Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

  2. Wivern: a Web-Based System Enabling Computer-Aided Diagnosis and Interdisciplinary Expert Collaboration for Vascular Research

    Journal of Medical and Biological Engineering, Vol. 37, Núm. 6, pp. 920-935

2016

  1. Central medialness adaptive strategy for 3D lung nodule segmentation in thoracic CT images

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

  2. Feature definition, analysis and selection for lung nodule classification in chest computerized tomography images

    ESANN 2016 - 24th European Symposium on Artificial Neural Networks

  3. Hessian based approaches for 3D lung nodule segmentation

    Expert Systems with Applications, Vol. 61, pp. 1-15

2015

  1. 3D lung nodule candidate detection in multiple scales

    Proceedings of the 14th IAPR International Conference on Machine Vision Applications, MVA 2015

  2. 3D lung nodule candidate detection in multiple scales

    2015 14th IAPR International Conference on Machine Vision Applications (MVA)

2014

  1. On the automatic normalization of plaque regions in ultrasound images of the carotid

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

  2. Reliable lung segmentation methodology by including juxtapleural nodules

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