Fully automatic segmentation of ultrasound common carotid artery images based on machine learning RM Menchón-Lara, JL Sancho-Gómez Neurocomputing 151, 161-167, 2015 | 85 | 2015 |
Early-stage atherosclerosis detection using deep learning over carotid ultrasound images RM Menchón-Lara, JL Sancho-Gómez, A Bueno-Crespo Applied Soft Computing 49, 616-628, 2016 | 77 | 2016 |
Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks RM Menchón-Lara, MC Bastida-Jumilla, J Morales-Sánchez, ... Medical & biological engineering & computing 52, 169-181, 2014 | 72 | 2014 |
Reconstruction techniques for cardiac cine MRI RM Menchón-Lara, F Simmross-Wattenberg, P Casaseca-de-la-Higuera, ... Insights into imaging 10, 1-16, 2019 | 46 | 2019 |
Segmentation of the common carotid artery walls based on a frequency implementation of active contours: segmentation of the common carotid artery walls MC Bastida-Jumilla, RM Menchón-Lara, J Morales-Sánchez, ... Journal of digital imaging 26, 129-139, 2013 | 36 | 2013 |
Automatic image-based segmentation of the heart from CT scans J Larrey-Ruiz, J Morales-Sánchez, MC Bastida-Jumilla, ... EURASIP Journal on Image and Video Processing 2014, 1-13, 2014 | 33 | 2014 |
Frequency-domain active contours solution to evaluate intima–media thickness of the common carotid artery MC Bastida-Jumilla, RM Menchón-Lara, J Morales-Sánchez, ... Biomedical Signal Processing and Control 16, 68-79, 2015 | 31 | 2015 |
Ultrasound image processing based on machine learning for the fully automatic evaluation of the Carotid Intima-Media Thickness RM Menchón-Lara, JL Sancho-Gómez 2014 12th International Workshop on Content-Based Multimedia Indexing (CBMI …, 2014 | 17 | 2014 |
Fast 4D elastic group-wise image registration. Convolutional interpolation revisited RM Menchón-Lara, J Royuela-del-Val, F Simmross-Wattenberg, ... Computer Methods and Programs in Biomedicine 200, 105812, 2021 | 9 | 2021 |
An efficient multi-resolution reconstruction scheme with motion compensation for 5D free-breathing whole-heart MRI RM Menchón-Lara, J Royuela-del-Val, A Godino-Moya, ... Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and …, 2017 | 9 | 2017 |
Measurement of Carotid Intima-Media Thickness in ultrasound images by means of an automatic segmentation process based on machine learning RM Menchón-Lara, MC Bastida-Jumilla, J Larrey-Ruiz, ... Eurocon 2013, 2086-2093, 2013 | 9 | 2013 |
Automatic evaluation of carotid intima-media thickness in ultrasounds using machine learning RM Menchón-Lara, MC Bastida-Jumilla, A González-López, ... Natural and Artificial Computation in Engineering and Medical Applications …, 2013 | 8 | 2013 |
Space-time variant weighted regularization in compressed sensing cardiac cine MRI A Godino-Moya, J Royuela-del-Val, M Usman, RM Menchón-Lara, ... Magnetic resonance imaging 58, 44-55, 2019 | 7 | 2019 |
Estimation of the arterial diameter in ultrasound images of the common carotid artery RM Menchón-Lara, A Bueno-Crespo, JL Sancho-Gómez Artificial Computation in Biology and Medicine: International Work …, 2015 | 4 | 2015 |
Efficient convolution-based pairwise elastic image registration on three multimodal similarity metrics RM Menchón-Lara, F Simmross-Wattenberg, M Rodríguez-Cayetano, ... Signal Processing 202, 108771, 2023 | 3 | 2023 |
Using machine learning techniques for the automatic detection of arterial wall layers in carotid ultrasounds RM Menchón-Lara, JL Sancho-Gómez, A Sánchez-Morales, ... Ambient Intelligence-Software and Applications: 6th International Symposium …, 2015 | 2 | 2015 |
Related tasks selection to multitask learning schemes A Bueno-Crespo, RM Menchón-Lara, JL Sancho-Gómez Bioinspired Computation in Artificial Systems: International Work-Conference …, 2015 | 2 | 2015 |
Comparison of finite difference and B-spline deformable models in characterization of 3D data R Berenguer-Vidal, R Verdú-Monedero, RM Menchón-Lara, ... Natural and Artificial Computation in Engineering and Medical Applications …, 2013 | 2 | 2013 |
Segmentación de imágenes mediante redes neuronales para el análisis de señales acústicas emitidas por cetáceos RM Menchón Lara, MC Bastida Jumilla, J Morales Sánchez, ... Universidad Politécnica de Cartagena, 2011 | 2 | 2011 |
Bioinspired architecture selection for multitask learning A Bueno-Crespo, RM Menchón-Lara, R Martínez-España, ... Frontiers in Neuroinformatics 11, 39, 2017 | 1 | 2017 |