Rosa-María Menchón-Lara

Orcid: 0000-0002-1543-6670

According to our database1, Rosa-María Menchón-Lara authored at least 23 papers between 2011 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Multi-Device Parallel MRI Reconstruction: Efficient Partitioning for Undersampled 5D Cardiac CINE.
Sensors, February, 2024

2023
Convolution-based free-form deformation for multimodal groupwise registration.
Signal Process., 2023

Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics.
Signal Process., 2023

2021
Elastic AlignedSENSE for Dynamic MR Reconstruction: A Proof of Concept in Cardiac Cine.
Entropy, 2021

Fast 4D elastic group-wise image registration. Convolutional interpolation revisited.
Comput. Methods Programs Biomed., 2021

A clinically viable vendor-independent and device-agnostic solution for accelerated cardiac MRI reconstruction.
Comput. Methods Programs Biomed., 2021

2017
Bioinspired Architecture Selection for Multitask Learning.
Frontiers Neuroinformatics, 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

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

2015
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 Process. 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

2014
Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks.
Medical Biol. Eng. Comput., 2014

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

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

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


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