Publikationen in Zusammenarbeit mit Forschern von Universitat de Barcelona (16)

2024

  1. Deep-stratification of the cardiovascular risk by ultrasound carotid artery images

    Biomedical Signal Processing and Control, Vol. 91

2023

  1. 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

  1. 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

  2. Bayesian deep learning for semantic segmentation of food images

    Computers and Electrical Engineering, Vol. 103

  3. 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

  1. 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

  2. Do individuals with autoimmune disease have increased risk of subclinical carotid atherosclerosis and stiffness?

    Hypertension Research, Vol. 44, Núm. 8, pp. 978-987

2020

  1. 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

  2. Semantic segmentation with DenseNets for carotid artery ultrasound plaque segmentation and CIMT estimation

    Artificial Intelligence in Medicine, Vol. 103

2018

  1. 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)

  2. Grab, Pay, and Eat: Semantic Food Detection for Smart Restaurants

    IEEE Transactions on Multimedia, Vol. 20, Núm. 12, pp. 3266-3275

  3. Loss of 5hmC identifies a new type of aberrant DNA hypermethylation in glioma

    Human Molecular Genetics, Vol. 27, Núm. 17, pp. 3046-3059

  4. Machine Learning Applied to Optometry Data

    Intelligent Systems Reference Library (Springer Science and Business Media Deutschland GmbH), pp. 123-160

2017

  1. Algorithmic challenges in big data analytics

    ESANN 2017 - Proceedings, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

  2. 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

  1. 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