Publicacions en col·laboració amb investigadors/es de Hospital Universitario de Canarias (22)

2024

  1. Design and validation of an artificial intelligence system to detect the quality of colon cleansing before colonoscopy

    Gastroenterologia y Hepatologia, Vol. 47, Núm. 5, pp. 481-490

  2. Fovea localization in retinal images using spatial color histograms

    Multimedia Tools and Applications, Vol. 83, Núm. 6, pp. 17753-17771

  3. In-Depth Evaluation of Saliency Maps for Interpreting Convolutional Neural Network Decisions in the Diagnosis of Glaucoma Based on Fundus Imaging

    Sensors, Vol. 24, Núm. 1

2023

  1. Comparison of the Performance of Convolutional Neural Networks and Vision Transformer-Based Systems for Automated Glaucoma Detection with Eye Fundus Images

    Applied Sciences (Switzerland), Vol. 13, Núm. 23

  2. Interpretable surrogate models to approximate the predictions of convolutional neural networks in glaucoma diagnosis

    Machine Learning: Science and Technology, Vol. 4, Núm. 4

  3. Optic cup segmentation of stereo retinal fundus images using virtual reality

    Multimedia Tools and Applications

2021

  1. Análisis de la capa de células ganglionares con deep learning en el diagnóstico de glaucoma

    Archivos de la Sociedad Española de Oftalmologia, Vol. 96, Núm. 4, pp. 181-188

2020

  1. Machine learning based method for the evaluation of the Analgesia Nociception Index in the assessment of general anesthesia

    Computers in Biology and Medicine, Vol. 118

2018

  1. A machine learning based system for analgesic drug delivery

    Advances in Intelligent Systems and Computing

  2. Improving the anesthetic process by a fuzzy rule based medical decision system

    Artificial Intelligence in Medicine, Vol. 84, pp. 159-170

2017

  1. Contrast based circular approximation for accurate and robust optic disc segmentation in retinal images

    PeerJ, Vol. 2017, Núm. 9

  2. Relationship between Retinal Nerve Fiber Layer Thickness and Hemoglobin Present in the Optic Nerve Head in Glaucoma

    Journal of Ophthalmology, Vol. 2017

  3. Resultados de la medida de hemoglobina en la cabeza del nervio óptico usando la aplicación Laguna ONhE con identificación automática de la excavación frente a índices morfológicos y funcionales

    Congreso de la Sociedad Española de Oftalmología SEO (93ª.2017. Zaragoza)

2016

  1. Estimating the Amount of Hemoglobin in the Neuroretinal Rim Using Color Images and OCT

    Current Eye Research, Vol. 41, Núm. 6, pp. 798-805

2015

  1. Estimation of the relative amount of hemoglobin in the cup and neuroretinal rim using stereoscopic color fundus images

    Investigative Ophthalmology and Visual Science, Vol. 56, Núm. 3, pp. 1562-1568

  2. Glaucoma morphologic damage estimated from functional tests

    European Journal of Ophthalmology, Vol. 25, Núm. 6, pp. 496-502

2014

  1. Glaucoma morphological damage estimated from functional tests

    International Visual Field and Imaging Symposium (IPS 2014). (21. 2014. New York)

2013

  1. Author response: Estimation of hemoglobin levels in the optic nerve head for glaucoma management

    Investigative Ophthalmology and Visual Science

  2. Measuring hemoglobin levels in the optic nerve head: Comparisons with other structural and functional parameters of glaucoma

    Investigative Ophthalmology and Visual Science, Vol. 54, Núm. 1, pp. 482-489

2011

  1. RIM-ONE: An open retinal image database for optic nerve evaluation

    Proceedings - IEEE Symposium on Computer-Based Medical Systems