Publications in collaboration with researchers from Hospital Universitario de Canarias (51)

2024

  1. Cost-effectiveness Analysis of Single-Use Duodenoscope Applied to Endoscopic Retrograde Cholangiopancreatography

    Pancreas, Vol. 53, Núm. 4, pp. E357-E367

  2. 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

  3. Evaluation of a low-cost portable NIRS device for monitoring muscle ischemia

    Journal of Clinical Monitoring and Computing

  4. Fovea localization in retinal images using spatial color histograms

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

  5. 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

  4. Precision and Accuracy of Radiological Bone Age Assessment in Children among Different Ethnic Groups: A Systematic Review

    Diagnostics, Vol. 13, Núm. 19

2022

  1. Hepatitis C virus infection screening reduces mortality and is cost-effective independently of the intervention test

    Revista Espanola de Enfermedades Digestivas, Vol. 114, Núm. 12, pp. 731-737

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

  2. Hybrid Intelligent Model to Predict the Remifentanil Infusion Rate in Patients under General Anesthesia

    Logic Journal of the IGPL, Vol. 29, Núm. 2, pp. 193-206

2020

  1. Adaptive drug interaction model to predict depth of anesthesia in the operating room

    Biomedical Signal Processing and Control, Vol. 59

  2. 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

  3. Modelling the PSI response in general anesthesia

    Journal of Clinical Monitoring and Computing, Vol. 35, Núm. 5, pp. 1015-1025

2019

  1. Closed loop administration of propofol based on a Smith predictor: A randomized controlled trial

    Minerva Anestesiologica, Vol. 85, Núm. 6, pp. 585-593

  2. Inferring Knowledge from Clinical Data for Anesthesia Automation

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

  3. Inferring Knowledge from Clinical Data for Anesthesia Automation

    Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings

  4. Modelling the hypnotic patient response in general anaesthesia using intelligent models

    Logic Journal of the IGPL, Vol. 27, Núm. 2, pp. 189-201

  5. Treatment of children obesity and diabetes through gamification: A case of study

    ACM International Conference Proceeding Series