Rosa-María Menchón-Lara

24 papers C 1Journal 13Unranked 10
YearRankTypeTitle / Venue / Authors
2026 — conf
Multi-Backend Deep Learning Framework for Multimodal Microscopy.
BIOSTEC (2)
Inés Varona-Peña, Sara Cruz-Adrados, Rosa-María Menchón-Lara, Biagio Mandracchia
2024 J jnl
Multi-Device Parallel MRI Reconstruction: Efficient Partitioning for Undersampled 5D Cardiac CINE.
Sensors
Emilio López-Ales, Rosa-María Menchón-Lara, Federico Simmross-Wattenberg, Manuel Rodríguez-Cayetano, Marcos Martín-Fernández, Carlos Alberola-López
2023 J jnl
Convolution-based free-form deformation for multimodal groupwise registration.
Signal Process.
Rosa-María Menchón-Lara, Federico Simmross-Wattenberg, Manuel Rodríguez-Cayetano, Pablo Casaseca-de-la-Higuera, Miguel Ángel Martín-Fernández, Carlos Alberola-López
2023 J jnl
Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics.
Signal Process.
Rosa-María Menchón-Lara, Federico Simmross-Wattenberg, Manuel Rodríguez-Cayetano, Pablo Casaseca-de-la-Higuera, Miguel Ángel Martín-Fernández, Carlos Alberola-López
2021 J jnl
A clinically viable vendor-independent and device-agnostic solution for accelerated cardiac MRI reconstruction.
Comput. Methods Programs Biomed.
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
2021 J jnl
Elastic AlignedSENSE for Dynamic MR Reconstruction: A Proof of Concept in Cardiac Cine.
Entropy
Alejandro Godino-Moya, Rosa-María Menchón-Lara, Marcos Martín-Fernández, Claudia Prieto, Carlos Alberola-López
2021 J jnl
Fast 4D elastic group-wise image registration. Convolutional interpolation revisited.
Comput. Methods Programs Biomed.
Rosa-María Menchón-Lara, Javier Royuela-del-Val, Federico Simmross-Wattenberg, Pablo Casaseca-de-la-Higuera, Marcos Martín-Fernández, Carlos Alberola-López
2017 — conf
An Efficient Multi-resolution Reconstruction Scheme with Motion Compensation for 5D Free-Breathing Whole-Heart MRI.
CMMI/RAMBO/SWITCH@MICCAI
Rosa-María Menchón-Lara, Javier Royuela-del-Val, Alejandro Godino-Moya, Lucilio Cordero-Grande, Federico Simmross-Wattenberg, Marcos Martín-Fernández, Carlos Alberola-López
2017 J jnl
Bioinspired Architecture Selection for Multitask Learning.
Frontiers Neuroinformatics
Andrés Bueno-Crespo, Rosa-María Menchón-Lara, Raquel Martínez-España, José-Luis Sancho-Gómez
2016 J jnl
Early-stage atherosclerosis detection using deep learning over carotid ultrasound images.
Appl. Soft Comput.
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez, Andrés Bueno-Crespo
2015 — conf
Estimation of the Arterial Diameter in Ultrasound Images of the Common Carotid Artery.
IWINAC (1)
Rosa-María Menchón-Lara, Andrés Bueno-Crespo, José-Luis Sancho-Gómez
2015 J jnl
Frequency-domain active contours solution to evaluate intima-media thickness of the common carotid artery.
Biomed. Signal Process. Control.
María Consuelo Bastida Jumilla, Rosa-María Menchón-Lara, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
2015 J jnl
Fully automatic segmentation of ultrasound common carotid artery images based on machine learning.
Neurocomputing
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez
2015 — conf
Related Tasks Selection to Multitask Learning Schemes.
IWINAC (2)
Andrés Bueno-Crespo, Rosa-María Menchón-Lara, José-Luis Sancho-Gómez
2015 — conf
Using Machine Learning Techniques for the Automatic Detection of Arterial Wall Layers in Carotid Ultrasounds.
ISAmI
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez, Adrián Sánchez-Morales, Álvar Legaz-Aparicio, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz
2014 J jnl
Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks.
Medical Biol. Eng. Comput.
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Juan Morales-Sánchez, José-Luis Sancho-Gómez
2014 J jnl
Automatic image-based segmentation of the heart from CT scans.
EURASIP J. Image Video Process.
Jorge Larrey-Ruiz, Juan Morales-Sánchez, María Consuelo Bastida Jumilla, Rosa-María Menchón-Lara, Rafael Verdú Monedero, José-Luis Sancho-Gómez
2014 C conf
Ultrasound image processing based on machine learning for the fully automatic evaluation of the Carotid Intima-Media Thickness.
CBMI
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez
2013 — conf
Active Contours Tool for the Common Carotid Artery Layers Segmentation in Ultrasound Images.
IWINAC (2)
María Consuelo Bastida Jumilla, Rosa-María Menchón-Lara, Juan Morales-Sánchez, Rafael Berenguer-Vidal
2013 — conf
Automatic Evaluation of Carotid Intima-Media Thickness in Ultrasounds Using Machine Learning.
IWINAC (2)
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Antonio González-López, José-Luis Sancho-Gómez
2013 — conf
Comparison of Finite Difference and B-Spline Deformable Models in Characterization of 3D Data.
IWINAC (2)
Rafael Berenguer-Vidal, Rafael Verdú Monedero, Rosa-María Menchón-Lara, Álvar Legaz-Aparicio
2013 — conf
Measurement of Carotid Intima-Media Thickness in ultrasound images by means of an automatic segmentation process based on machine learning.
EUROCON
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Jorge Larrey-Ruiz, Rafael Verdú Monedero, Juan Morales-Sánchez, José-Luis Sancho-Gómez
2013 J jnl
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
María Consuelo Bastida Jumilla, Rosa-María Menchón-Lara, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
2011 — conf
Segmentation of the Carotid Artery in Ultrasound Images Using Neural Networks.
IWINAC (2)
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez