ROSA MARIA
MENCHON LARA
PERSONAL INVESTIGADOR POSDOCTORAL
Universidad Politécnica de Cartagena
Cartagena, EspañaPublicaciones en colaboración con investigadores/as de Universidad Politécnica de Cartagena (17)
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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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)
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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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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)
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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
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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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)