Rosa-María Menchón-Lara
Rosa-María Menchón-Lara
PostDoc Position (Image Processing Lab). Universidad de Valladolid
Verified email at lpi.tel.uva.es
TitleCited byYear
Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks
RM Menchón-Lara, MC Bastida-Jumilla, J Morales-Sánchez, ...
Medical & biological engineering & computing 52 (2), 169-181, 2014
342014
Segmentation of the common carotid artery walls based on a frequency implementation of active contours
MC Bastida-Jumilla, RM Menchón-Lara, J Morales-Sánchez, ...
Journal of digital imaging 26 (1), 129-139, 2013
292013
Fully automatic segmentation of ultrasound common carotid artery images based on machine learning
RM Menchón-Lara, JL Sancho-Gómez
Neurocomputing 151, 161-167, 2015
272015
Early-stage atherosclerosis detection using deep learning over carotid ultrasound images
RM Menchón-Lara, JL Sancho-Gómez, A Bueno-Crespo
Applied Soft Computing 49, 616-628, 2016
162016
Frequency-domain active contours solution to evaluate intima–media thickness of the common carotid artery
MC Bastida-Jumilla, RM Menchón-Lara, J Morales-Sánchez, ...
Biomedical Signal Processing and Control 16, 68-79, 2015
162015
Automatic image-based segmentation of the heart from CT scans
J Larrey-Ruiz, J Morales-Sánchez, MC Bastida-Jumilla, ...
EURASIP Journal on Image and Video Processing 2014 (1), 52, 2014
102014
Automatic evaluation of carotid intima-media thickness in ultrasounds using machine learning
RM Menchón-Lara, MC Bastida-Jumilla, A González-López, ...
International Work-Conference on the Interplay Between Natural and …, 2013
42013
Ultrasound image processing based on machine learning for the fully automatic evaluation of the Carotid Intima-Media Thickness
RM Menchón-Lara, JL Sancho-Gómez
2014 12th International Workshop on Content-Based Multimedia Indexing (CBMI …, 2014
32014
An Efficient Multi-resolution Reconstruction Scheme with Motion Compensation for 5D Free-Breathing Whole-Heart MRI
RM Menchón-Lara, J Royuela-del-Val, A Godino-Moya, ...
Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and …, 2017
22017
Related tasks selection to multitask learning schemes
A Bueno-Crespo, RM Menchón-Lara, JL Sancho-Gómez
International Work-Conference on the Interplay between Natural and …, 2015
22015
Measurement of Carotid Intima-Media Thickness in ultrasound images by means of an automatic segmentation process based on machine learning
RM Menchón-Lara, MC Bastida-Jumilla, J Larrey-Ruiz, ...
Eurocon 2013, 2086-2093, 2013
22013
Comparison of finite difference and B-spline deformable models in characterization of 3D data
R Berenguer-Vidal, R Verdú-Monedero, RM Menchón-Lara, ...
International Work-Conference on the Interplay Between Natural and …, 2013
22013
Using machine learning techniques for the automatic detection of arterial wall layers in carotid ultrasounds
RM Menchón-Lara, JL Sancho-Gómez, A Sánchez-Morales, ...
Ambient Intelligence-Software and Applications, 193-201, 2015
12015
Reconstruction techniques for cardiac cine MRI
RM Menchón-Lara, F Simmross-Wattenberg, P Casaseca-de-la-Higuera, ...
Insights into imaging 10 (1), 100, 2019
2019
Space-time variant weighted regularization in compressed sensing cardiac cine MRI
A Godino-Moya, J Royuela-del-Val, M Usman, RM Menchón-Lara, ...
Magnetic resonance imaging 58, 44-55, 2019
2019
Bioinspired Architecture Selection for Multitask Learning
A Bueno-Crespo, RM Menchón-Lara, R Martínez-España, ...
Frontiers in neuroinformatics 11, 39, 2017
2017
Estimation of the Arterial Diameter in Ultrasound Images of the Common Carotid Artery
RM Menchón-Lara, A Bueno-Crespo, JL Sancho-Gómez
International Work-Conference on the Interplay Between Natural and …, 2015
2015
Active Contours Tool for the Common Carotid Artery Layers Segmentation in Ultrasound Images
MC Bastida-Jumilla, RM Menchón-Lara, J Morales-Sánchez, ...
International Work-Conference on the Interplay Between Natural and …, 2013
2013
Segmentation of the carotid artery in ultrasound images using neural networks
RM Menchón-Lara, MC Bastida-Jumilla, J Morales-Sánchez, ...
International Work-Conference on the Interplay Between Natural and …, 2011
2011
Space-time variant weighted regularization improves motion reconstruction in compressed sensing accelerated cardiac cine MRI
A Godino-Moya, J Royuela-del-Val, RM Menchón-Lara, ...
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Articles 1–20