Publications by the researcher in collaboration with María Luisa Sánchez Brea (15)

2018

  1. Machine Learning Applied to Optometry Data

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

  2. Precise segmentation of the bulbar conjunctiva for hyperaemia images

    Pattern Analysis and Applications, Vol. 21, Núm. 2, pp. 563-577

2017

  1. Assessment of the repeatability in an automatic methodology for hyperemia grading in the bulbar conjunctiva

    2017 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)

  2. Assessment of the repeatability in an automatic methodology for hyperemia grading in the bulbar conjunctiva

    Proceedings of the International Joint Conference on Neural Networks

  3. On the analysis of local and global features for hyperemia grading

    Proceedings of SPIE - The International Society for Optical Engineering

2016

  1. Comparing machine learning techniques in a hyperemia grading framework

    ICAART 2016 - Proceedings of the 8th International Conference on Agents and Artificial Intelligence

  2. On the analysis of feature selection techniques in a conjunctival hyperemia grading framework

    ESANN 2016 - 24th European Symposium on Artificial Neural Networks

  3. On the development of conjunctival hyperemia computer-assisted diagnosis tools: Influence of feature selection and class imbalance in automatic gradings

    Artificial Intelligence in Medicine, Vol. 71, pp. 30-42

2015

  1. A novel framework for hyperemia grading based on artificial neural networks

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Automatic identification of vessel crossovers in retinal images

    Proceedings of SPIE - The International Society for Optical Engineering

  3. Automatic selection of video frames for hyperemia grading

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2014

  1. Computer aided diagnosis system for retinal analysis: Automatic assessment of the vascular tortuosity

    Studies in Health Technology and Informatics

2013

  1. Unified methodology for evaluating vessel tree tortuosity metrics in eye fundus images

    2013 IEEE 26TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS)

  2. Unified methodology for evaluating vessel tree tortuosity metrics in eye fundus images

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  3. Unified methodology for evaluating vessel tree tortuosity metrics in eye fundus images

    Proceedings of CBMS 2013 - 26th IEEE International Symposium on Computer-Based Medical Systems