Publications by the researcher in collaboration with Rosa Mª Menchón Lara (24)

2017

  1. Bioinspired architecture selection for multitask learning

    Frontiers in Neuroinformatics, Vol. 11

2016

  1. Early-stage atherosclerosis detection using deep learning over carotid ultrasound images

    Applied Soft Computing Journal, Vol. 49, pp. 616-628

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. Análisis en bloques de imagen para la estimación de orientaciones múltiples usando aperturas direccionales y B-splines

    Jornadas de introducción a la investigación de la UPCT, Núm. 6, pp. 136-138

  3. Aprendizaje máquina aplicado a la evaluación automática del grosor íntima-media carotídeo en imágenes de ultrasonido

    Jornadas de introducción a la investigación de la UPCT, Núm. 6, pp. 124-126

  4. 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)

  5. 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)

  6. Measurement of carotid intima-Media Thickness in ultrasound images by means of an automatic segmentation process based on machine learning

    IEEE EuroCon 2013

  7. Segmentation of the common carotid artery walls based on a frequency implementation of active contours: Segmentation of the common carotid artery walls

    Journal of Digital Imaging, Vol. 26, Núm. 1, pp. 129-139

2012

  1. Herramienta de apoyo al diagnóstico precoz de la arteriosclerosis mediante procesado de imágenes de ultrasonidos

    Jornadas de introducción a la investigación de la UPCT, Núm. 5, pp. 108-110

  2. Segmentación de ecografías de la arteria carótida común mediante reconocimiento de patrones con perceptrones multicapa

    Jornadas de introducción a la investigación de la UPCT, Núm. 5, pp. 111-113

2011

  1. Detección automática de las paredes arteriales en imágenes ecográficas de la arteria carótida común

    Jornadas de introducción a la investigación de la UPCT, Núm. 4, pp. 112-114