Rosa-María Menchón-Lara

According to our database1, Rosa-María Menchón-Lara authored at least 17 papers between 2011 and 2017.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.



In proceedings 
PhD thesis 




Bioinspired Architecture Selection for Multitask Learning.
Front. Neuroinform., 2017

An Efficient Multi-resolution Reconstruction Scheme with Motion Compensation for 5D Free-Breathing Whole-Heart MRI.
Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017

Early-stage atherosclerosis detection using deep learning over carotid ultrasound images.
Appl. Soft Comput., 2016

Fully automatic segmentation of ultrasound common carotid artery images based on machine learning.
Neurocomputing, 2015

Frequency-domain active contours solution to evaluate intima-media thickness of the common carotid artery.
Biomed. Signal Proc. and Control, 2015

Estimation of the Arterial Diameter in Ultrasound Images of the Common Carotid Artery.
Proceedings of the Artificial Computation in Biology and Medicine, 2015

Related Tasks Selection to Multitask Learning Schemes.
Proceedings of the Bioinspired Computation in Artificial Systems, 2015

Using Machine Learning Techniques for the Automatic Detection of Arterial Wall Layers in Carotid Ultrasounds.
Proceedings of the Ambient Intelligence - Software and Applications, 2015

Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks.
Med. Biol. Engineering and Computing, 2014

Automatic image-based segmentation of the heart from CT scans.
EURASIP J. Image and Video Processing, 2014

Ultrasound image processing based on machine learning for the fully automatic evaluation of the Carotid Intima-Media Thickness.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

Segmentation of the Common Carotid Artery Walls Based on a Frequency Implementation of Active Contours - Segmentation of the Common Carotid Artery Walls.
J. Digital Imaging, 2013

Automatic Evaluation of Carotid Intima-Media Thickness in Ultrasounds Using Machine Learning.
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

Active Contours Tool for the Common Carotid Artery Layers Segmentation in Ultrasound Images.
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

Comparison of Finite Difference and B-Spline Deformable Models in Characterization of 3D Data.
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

Measurement of Carotid Intima-Media Thickness in ultrasound images by means of an automatic segmentation process based on machine learning.
Proceedings of Eurocon 2013, 2013

Segmentation of the Carotid Artery in Ultrasound Images Using Neural Networks.
Proceedings of the New Challenges on Bioinspired Applications, 2011