ROSA MARIA
MENCHON LARA
PERSONAL INVESTIGADOR POSDOCTORAL
![Foto de José Luis](/img/nophoto.png)
José Luis
Sancho Gómez
Publicacións nas que colabora con José Luis Sancho Gómez (19)
2017
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Bioinspired architecture selection for multitask learning
Frontiers in Neuroinformatics, Vol. 11
2016
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Early-stage atherosclerosis detection using deep learning over carotid ultrasound images
Applied Soft Computing Journal, Vol. 49, pp. 616-628
2015
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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)
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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
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Fully automatic segmentation of ultrasound common carotid artery images based on machine learning
Neurocomputing, Vol. 151, Núm. P1, pp. 161-167
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Related tasks selection to multitask learning schemes
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Using machine learning techniques for the automatic detection of arterial wall layers in carotid ultrasounds
Advances in Intelligent Systems and Computing
2014
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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
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Automatic image-based segmentation of the heart from CT scans
Eurasip Journal on Image and Video Processing, Vol. 2014, Núm. 1
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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
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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
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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)
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Measurement of carotid intima-Media Thickness in ultrasound images by means of an automatic segmentation process based on machine learning
IEEE EuroCon 2013
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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
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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
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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
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Improving a novel image-processing based method for automatic detection, extraction and characterization of marine mammal tonal calls by means of a segmentation process based on learning machines
OCEANS 2011 IEEE - Spain
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Segmentación de imágenes mediante redes neuronales para el análisis de señales acústicas emitidas por cetáceos.
Jornadas de introducción a la investigación de la UPCT, Núm. 4, pp. 118-120
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Segmentation of the carotid artery in ultrasound images using neural networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)