MACHINE LEARNING GROUP
MLGroup
Universitat de Barcelona
Barcelona, EspañaUniversitat de Barcelona-ko ikertzaileekin lankidetzan egindako argitalpenak (16)
2024
-
Deep-stratification of the cardiovascular risk by ultrasound carotid artery images
Biomedical Signal Processing and Control, Vol. 91
2023
-
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
-
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
-
Bayesian deep learning for semantic segmentation of food images
Computers and Electrical Engineering, Vol. 103
-
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
-
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
-
Do individuals with autoimmune disease have increased risk of subclinical carotid atherosclerosis and stiffness?
Hypertension Research, Vol. 44, Núm. 8, pp. 978-987
2020
-
DeepNEM: Deep Network Energy-Minimization for Agricultural Field Segmentation
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 13, pp. 726-737
-
Semantic segmentation with DenseNets for carotid artery ultrasound plaque segmentation and CIMT estimation
Artificial Intelligence in Medicine, Vol. 103
2018
-
A Preliminary Study of Image Analysis for Parasite Detection on Honey Bees
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
-
Grab, Pay, and Eat: Semantic Food Detection for Smart Restaurants
IEEE Transactions on Multimedia, Vol. 20, Núm. 12, pp. 3266-3275
-
Loss of 5hmC identifies a new type of aberrant DNA hypermethylation in glioma
Human Molecular Genetics, Vol. 27, Núm. 17, pp. 3046-3059
-
Machine Learning Applied to Optometry Data
Intelligent Systems Reference Library (Springer Science and Business Media Deutschland GmbH), pp. 123-160
2017
-
Algorithmic challenges in big data analytics
ESANN 2017 - Proceedings, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
-
Analyzing First-Person Stories Based on Socializing, Eating and Sedentary Patterns
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011
-
A framework for diagnosis of urinary incontinence disease based on scoring measures and automatic classifiers
Computers in Biology and Medicine, Vol. 41, Núm. 1, pp. 11-17