Rosa-María Menchón-Lara

Fully automatic segmentation of ultrasound common carotid artery images based on machine learning

Rosa-María Menchón-Lara, José‐Luis Sancho‐Gómez · Neurocomputing · 2014 · 66 citations

Image Analysis, Machine Learning, Medical Imaging +13

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 et al. · Medical & Biological Engineering & Computing · 2013 · 66 citations

Medical Ultrasound, Engineering, Biomedical Engineering +17

Early-stage atherosclerosis detection using deep learning over carotid ultrasound images

Rosa-María Menchón-Lara, José‐Luis Sancho‐Gómez, Andrés Bueno-Crespo · Applied Soft Computing · 2016 · 55 citations · Full text

Convolutional Neural Network, Vascular Disease, Engineering +14

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 et al. · Biomedical Signal Processing and Control · 2014 · 29 citations

Vascular Disease, Vascular Image, Medical Imaging +13

Segmentation of the Common Carotid Artery Walls Based on a Frequency Implementation of Active Contours

María-Consuelo Bastida-Jumilla, Rosa-María Menchón-Lara, Juan Morales‐Sánchez et al. · Journal of Digital Imaging · 2012 · 28 citations · Full text

Geometric Modeling, Image Analysis, Active Contours +14