MACHINE LEARNING GROUP
MLGroup
Instituto de Salud Carlos III
Madrid, EspañaPublicaciones en colaboración con investigadores/as de Instituto de Salud Carlos III (8)
2024
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Deep-stratification of the cardiovascular risk by ultrasound carotid artery images
Biomedical Signal Processing and Control, Vol. 91
2023
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Polyvascular Subclinical Atherosclerosis: Correlation Between Ankle Brachial Index and Carotid Atherosclerosis in a Population-Based Sample
Angiology, Vol. 74, Núm. 5, pp. 443-451
2022
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An end-to-end framework for intima media measurement and atherosclerotic plaque detection in the carotid artery
Computer Methods and Programs in Biomedicine, Vol. 223
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Last Advances on Automatic Carotid Artery Analysis in Ultrasound Images: Towards Deep Learning
Intelligent Systems Reference Library (Springer Science and Business Media Deutschland GmbH), pp. 215-247
2021
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Correction: Do individuals with autoimmune disease have increased risk of subclinical carotid atherosclerosis and stiffness? (Hypertension Research, (2021), 44, 8, (978-987), 10.1038/s41440-021-00655-9)
Hypertension Research
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Do individuals with autoimmune disease have increased risk of subclinical carotid atherosclerosis and stiffness?
Hypertension Research, Vol. 44, Núm. 8, pp. 978-987
2020
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Semantic segmentation with DenseNets for carotid artery ultrasound plaque segmentation and CIMT estimation
Artificial Intelligence in Medicine, Vol. 103
2018
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Loss of 5hmC identifies a new type of aberrant DNA hypermethylation in glioma
Human Molecular Genetics, Vol. 27, Núm. 17, pp. 3046-3059