Publikationen in Zusammenarbeit mit Forschern von Universidad Politécnica de Cartagena (28)

2017

  1. Bioinspired architecture selection for multitask learning

    Frontiers in Neuroinformatics, Vol. 11

  2. Fair bandwidth allocation algorithm for PONS based on network utility maximization

    Journal of Optical Communications and Networking, Vol. 9, Núm. 1, pp. 75-86

2015

  1. Estimation of the arterial diameter in ultrasound images of the common carotid artery

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

  2. Frequency-domain active contours solution to evaluate intima-media thickness of the common carotid artery

    Biomedical Signal Processing and Control, Vol. 16, pp. 68-79

  3. Fully automatic segmentation of ultrasound common carotid artery images based on machine learning

    Neurocomputing, Vol. 151, Núm. P1, pp. 161-167

  4. Related tasks selection to multitask learning schemes

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

  5. Using machine learning techniques for the automatic detection of arterial wall layers in carotid ultrasounds

    Advances in Intelligent Systems and Computing

2014

  1. Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks

    Medical and Biological Engineering and Computing, Vol. 52, Núm. 2, pp. 169-181

  2. Automatic image-based segmentation of the heart from CT scans

    Eurasip Journal on Image and Video Processing, Vol. 2014, Núm. 1

  3. Ultrasound image processing based on machine learning for the fully automatic evaluation of the Carotid Intima-Media Thickness

    Proceedings - International Workshop on Content-Based Multimedia Indexing

2013

  1. Active contours tool for the common carotid artery layers segmentation in ultrasound images

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

  2. Automatic evaluation of carotid intima-media thickness in ultrasounds using machine learning

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

  3. Comparison of finite difference and B-spline deformable models in characterization of 3D data

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