Rosa-María Menchón-Lara

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 9

Top Topics

Elastic Image Registration

Multitask Learning

Automatic Detection

Top Venues

Signal Process.

Comput. Methods Programs Biomed.

Frontiers Neuroinformatics

Biomed. Signal Process. Control.

Publications

Emilio López-Ales, Rosa-María Menchón-Lara, Federico Simmross-Wattenberg, Manuel Rodríguez-Cayetano, Marcos Martín-Fernández, Carlos Alberola-López
Multi-Device Parallel MRI Reconstruction: Efficient Partitioning for Undersampled 5D Cardiac CINE. Sensors 24 (4) (2024)
Rosa-María Menchón-Lara, Federico Simmross-Wattenberg, Manuel Rodríguez-Cayetano, Pablo Casaseca-de-la-Higuera, Miguel Ángel Martín-Fernández, Carlos Alberola-López
Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics. Signal Process. 202 (2023)
Rosa-María Menchón-Lara, Federico Simmross-Wattenberg, Manuel Rodríguez-Cayetano, Pablo Casaseca-de-la-Higuera, Miguel Ángel Martín-Fernández, Carlos Alberola-López
Convolution-based free-form deformation for multimodal groupwise registration. Signal Process. 210 (2023)
Rosa-María Menchón-Lara, Javier Royuela-del-Val, Federico Simmross-Wattenberg, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Carlos Alberola-López
Fast 4D elastic group-wise image registration. Convolutional interpolation revisited. Comput. Methods Programs Biomed. 200 (2021)
Elena Martín-González, Elisa Moya-Sáez, Rosa-María Menchón-Lara, Javier Royuela-del-Val, César Palencia de Lara, Manuel Rodríguez-Cayetano, Federico Simmross-Wattenberg, Carlos Alberola-López
A clinically viable vendor-independent and device-agnostic solution for accelerated cardiac MRI reconstruction. Comput. Methods Programs Biomed. 207 (2021)
Alejandro Godino-Moya, Rosa-María Menchón-Lara, Marcos Martín-Fernández, Claudia Prieto, Carlos Alberola-López
Elastic AlignedSENSE for Dynamic MR Reconstruction: A Proof of Concept in Cardiac Cine. Entropy 23 (5) (2021)
Rosa-María Menchón-Lara, Javier Royuela-del-Val, Alejandro Godino-Moya, Lucilio Cordero-Grande, Federico Simmross-Wattenberg, Marcos Martín-Fernández, Carlos Alberola-López
An Efficient Multi-resolution Reconstruction Scheme with Motion Compensation for 5D Free-Breathing Whole-Heart MRI. CMMI/RAMBO/SWITCH@MICCAI (2017)
Andrés Bueno-Crespo, Rosa-María Menchón-Lara, Raquel Martínez-España, José-Luis Sancho-Gómez
Bioinspired Architecture Selection for Multitask Learning. Frontiers Neuroinformatics 11 (2017)
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez, Andrés Bueno-Crespo
Early-stage atherosclerosis detection using deep learning over carotid ultrasound images. Appl. Soft Comput. 49 (2016)
Andrés Bueno-Crespo, Rosa-María Menchón-Lara, José-Luis Sancho-Gómez
Related Tasks Selection to Multitask Learning Schemes. IWINAC (2) (2015)
María Consuelo Bastida Jumilla, Rosa-María Menchón-Lara, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
Frequency-domain active contours solution to evaluate intima-media thickness of the common carotid artery. Biomed. Signal Process. Control. 16 (2015)
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez
Fully automatic segmentation of ultrasound common carotid artery images based on machine learning. Neurocomputing 151 (2015)
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez, Adrián Sánchez-Morales, Álvar Legaz-Aparicio, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz
Using Machine Learning Techniques for the Automatic Detection of Arterial Wall Layers in Carotid Ultrasounds. ISAmI (2015)
Rosa-María Menchón-Lara, Andrés Bueno-Crespo, José-Luis Sancho-Gómez
Estimation of the Arterial Diameter in Ultrasound Images of the Common Carotid Artery. IWINAC (1) (2015)
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez
Ultrasound image processing based on machine learning for the fully automatic evaluation of the Carotid Intima-Media Thickness. CBMI (2014)
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Juan Morales-Sánchez, José-Luis Sancho-Gómez
Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks. Medical Biol. Eng. Comput. 52 (2) (2014)
Jorge Larrey-Ruiz, Juan Morales-Sánchez, María Consuelo Bastida Jumilla, Rosa-María Menchón-Lara, Rafael Verdú Monedero, José-Luis Sancho-Gómez
Automatic image-based segmentation of the heart from CT scans. EURASIP J. Image Video Process. 2014 (2014)
Rafael Berenguer-Vidal, Rafael Verdú Monedero, Rosa-María Menchón-Lara, Álvar Legaz-Aparicio
Comparison of Finite Difference and B-Spline Deformable Models in Characterization of 3D Data. IWINAC (2) (2013)
María Consuelo Bastida Jumilla, Rosa-María Menchón-Lara, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
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 26 (1) (2013)
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Jorge Larrey-Ruiz, Rafael Verdú Monedero, Juan Morales-Sánchez, José-Luis Sancho-Gómez
Measurement of Carotid Intima-Media Thickness in ultrasound images by means of an automatic segmentation process based on machine learning. EUROCON (2013)
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Antonio González-López, José-Luis Sancho-Gómez
Automatic Evaluation of Carotid Intima-Media Thickness in Ultrasounds Using Machine Learning. IWINAC (2) (2013)
María Consuelo Bastida Jumilla, Rosa-María Menchón-Lara, Juan Morales-Sánchez, Rafael Berenguer-Vidal
Active Contours Tool for the Common Carotid Artery Layers Segmentation in Ultrasound Images. IWINAC (2) (2013)
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
Segmentation of the Carotid Artery in Ultrasound Images Using Neural Networks. IWINAC (2) (2011)