Segmentation of the Carotid Artery in Ultrasound Images Using Neural Networks. - Rosa-María Menchón-Lara; María Consuelo Bastida Jumilla; Juan Morales-Sánchez; Rafael Verdú Monedero; Jorge Larrey-Ruiz; José-Luis Sancho-Gómez (IWINAC (2), 2011)

Measurement of Carotid Intima-Media Thickness in ultrasound images by means of an automatic segmentation process based on machine learning. - Rosa-María Menchón-Lara; María Consuelo Bastida Jumilla; Jorge Larrey-Ruiz; Rafael Verdú Monedero; Juan Morales-Sánchez; José-Luis Sancho-Gómez (EUROCON, 2013)

Comparison of Finite Difference and B-Spline Deformable Models in Characterization of 3D Data. - Rafael Berenguer-Vidal; Rafael Verdú Monedero; Rosa-María Menchón-Lara; Álvar Legaz-Aparicio (IWINAC (2), 2013)

Active Contours Tool for the Common Carotid Artery Layers Segmentation in Ultrasound Images. - María Consuelo Bastida Jumilla; Rosa-María Menchón-Lara; Juan Morales-Sánchez; Rafael Berenguer-Vidal (IWINAC (2), 2013)

Automatic Evaluation of Carotid Intima-Media Thickness in Ultrasounds Using Machine Learning. - Rosa-María Menchón-Lara; María Consuelo Bastida Jumilla; Antonio González-López; José-Luis Sancho-Gómez (IWINAC (2), 2013)

Segmentation of the Common Carotid Artery Walls Based on a Frequency Implementation of Active Contours - Segmentation of the Common Carotid Artery Walls. - María Consuelo Bastida Jumilla; Rosa-María Menchón-Lara; Juan Morales-Sánchez; Rafael Verdú Monedero; Jorge Larrey-Ruiz; José-Luis Sancho-Gómez (J. Digit. Imaging, 2013)

Ultrasound image processing based on machine learning for the fully automatic evaluation of the Carotid Intima-Media Thickness. - Rosa-María Menchón-Lara; José-Luis Sancho-Gómez (CBMI, 2014)

Automatic image-based segmentation of the heart from CT scans. - Jorge Larrey-Ruiz; Juan Morales-Sánchez; María Consuelo Bastida Jumilla; Rosa-María Menchón-Lara; Rafael Verdú Monedero; José-Luis Sancho-Gómez (EURASIP J. Image Video Process., 2014)

Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks. - Rosa-María Menchón-Lara; María Consuelo Bastida Jumilla; Juan Morales-Sánchez; José-Luis Sancho-Gómez (Medical Biol. Eng. Comput., 2014)

Using Machine Learning Techniques for the Automatic Detection of Arterial Wall Layers in Carotid Ultrasounds. - Rosa-María Menchón-Lara; José-Luis Sancho-Gómez; Adrián Sánchez-Morales; Álvar Legaz-Aparicio; Juan Morales-Sánchez; Rafael Verdú Monedero; Jorge Larrey-Ruiz (ISAmI, 2015)

Related Tasks Selection to Multitask Learning Schemes. - Andrés Bueno-Crespo; Rosa-María Menchón-Lara; José-Luis Sancho-Gómez (IWINAC (2), 2015)

Estimation of the Arterial Diameter in Ultrasound Images of the Common Carotid Artery. - Rosa-María Menchón-Lara; Andrés Bueno-Crespo; José-Luis Sancho-Gómez (IWINAC (1), 2015)

Frequency-domain active contours solution to evaluate intima-media thickness of the common carotid artery. - María Consuelo Bastida Jumilla; Rosa-María Menchón-Lara; Juan Morales-Sánchez; Rafael Verdú Monedero; Jorge Larrey-Ruiz; José-Luis Sancho-Gómez (Biomed. Signal Process. Control., 2015)

Fully automatic segmentation of ultrasound common carotid artery images based on machine learning. - Rosa-María Menchón-Lara; José-Luis Sancho-Gómez (Neurocomputing, 2015)

Early-stage atherosclerosis detection using deep learning over carotid ultrasound images. - Rosa-María Menchón-Lara; José-Luis Sancho-Gómez; Andrés Bueno-Crespo (Appl. Soft Comput., 2016)

An Efficient Multi-resolution Reconstruction Scheme with Motion Compensation for 5D Free-Breathing Whole-Heart MRI. - Rosa-María Menchón-Lara; Javier Royuela-del-Val; Alejandro Godino-Moya; Lucilio Cordero-Grande; Federico Simmross-Wattenberg; Marcos Martín-Fernández; Carlos Alberola-López (CMMI/RAMBO/SWITCH@MICCAI, 2017)

Bioinspired Architecture Selection for Multitask Learning. - Andrés Bueno-Crespo; Rosa-María Menchón-Lara; Raquel Martínez-España; José-Luis Sancho-Gómez (Frontiers Neuroinformatics, 2017)

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

Fast 4D elastic group-wise image registration. Convolutional interpolation revisited. - Rosa-María Menchón-Lara; Javier Royuela-del-Val; Federico Simmross-Wattenberg; Pablo Casaseca-de-la-Higuera; Marcos Martín-Fernández; Carlos Alberola-López (Comput. Methods Programs Biomed., 2021)

Elastic AlignedSENSE for Dynamic MR Reconstruction: A Proof of Concept in Cardiac Cine. - Alejandro Godino-Moya; Rosa-María Menchón-Lara; Marcos Martín-Fernández; Claudia Prieto; Carlos Alberola-López (Entropy, 2021)

Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics. - Rosa-María Menchón-Lara; Federico Simmross-Wattenberg; Manuel Rodríguez-Cayetano; Pablo Casaseca-de-la-Higuera; Miguel Ángel Martín-Fernández; Carlos Alberola-López (Signal Process., 2023)

Convolution-based free-form deformation for multimodal groupwise registration. - Rosa-María Menchón-Lara; Federico Simmross-Wattenberg; Manuel Rodríguez-Cayetano; Pablo Casaseca-de-la-Higuera; Miguel Ángel Martín-Fernández; Carlos Alberola-López (Signal Process., 2023)

Multi-Device Parallel MRI Reconstruction: Efficient Partitioning for Undersampled 5D Cardiac CINE. - Emilio López-Ales; Rosa-María Menchón-Lara; Federico Simmross-Wattenberg; Manuel Rodríguez-Cayetano; Marcos Martín-Fernández; Carlos Alberola-López (Sensors, 2024)