Rafael Arnay

Universidad de La Laguna — Spain

Computer Science · Physical Sciences

15h-index650citations43works0.72yr avg
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Research Topics

Robotic Path Planning Algorithms(8), Robotics and Sensor-Based Localization(7), Retinal Imaging and Analysis(7), Autonomous Vehicle Technology and Safety(6), Metaheuristic Optimization Algorithms Research(4)

Publications43 total

Machine learning for predicting the diagnosis of tuberculous versus malignant pleural effusion: External validation and accuracy in two different settings
PLoS ONE·2025Open Access
Redes generativas antagónicas para generar imágenes de la progresión de la capa de células ganglionares de pacientes con glaucoma
Archivos de la Sociedad Española de Oftalmología·2025
Improving clinical decision making by creating surrogate models from health technology assessment models: A case study on Type 1 Diabetes Melitus
Computer Methods and Programs in Biomedicine·2025
Using RoblockLLy in the Classroom: Bridging the Gap in Computer Science Education Through Robotics Simulation
IEEE Transactions on Learning Technologies·2024· 1 citedOpen Access
Towards a more realistic approach to the problem of detecting fuel leaks in filling stations: Mixed time windows
Journal of Cleaner Production·2024· 3 citedOpen Access
Energy Forecasting Using Intelligent Models
Lecture notes in networks and systems·2024
Interpretable surrogate models to approximate the predictions of convolutional neural networks in glaucoma diagnosis
Machine Learning Science and Technology·2023· 9 citedOpen Access
Teaching the Virtual Brain
Journal of Digital Imaging·2022· 3 citedOpen Access
Diagnostic accuracy of adenosine deaminase for pleural tuberculosis in a low prevalence setting: A machine learning approach within a 7-year prospective multi-center study
PLoS ONE·2021· 17 citedOpen Access
Soil micromorphological image classification using deep learning: The porosity parameter
Applied Soft Computing·2021· 9 cited
RIM-ONE DL: A Unified Retinal Image Database for Assessing Glaucoma Using Deep Learning
Image Analysis & Stereology·2020· 117 citedOpen Access
Machine learning techniques for computer-based decision systems in the operating theatre: application to analgesia delivery
Logic Journal of IGPL·2020· 20 cited
Two-level simulation approach to evaluate the performance of autonomous wheelchairs in a hospital
SIMULATION·2020· 1 cited
Time windows: The key to improving the early detection of fuel leaks in petrol stations
Safety Science·2020· 12 cited
OpenCV Basics: A Mobile Application to Support the Teaching of Computer Vision Concepts
IEEE Transactions on Education·2020· 67 cited
Simulador de Robótica Educativa para la promoción del Pensamiento Computacional
Revista de Educación a Distancia (RED)·2020· 21 citedOpen Access
An approach based on the ifcOWL ontology to support indoor navigation
Egyptian Informatics Journal·2020· 28 citedOpen Access
Machine learning based method for the evaluation of the Analgesia Nociception Index in the assessment of general anesthesia
Computers in Biology and Medicine·2020· 20 cited
Towards an adaptive decision-support system for Type I Diabetes treatment based on simulation and machine learning
2019· 1 cited
Laser and Optical Flow Fusion for a Non-Intrusive Obstacle Detection System on an Intelligent Wheelchair
IEEE Sensors Journal·2018· 30 cited
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Frequent Co-authors

Leopoldo Sánchez(19), Jonay Toledo(12), M. Sigut(8), Javier Hernández‐Aceituno(8), José Sigut(7), Francisco Fumero(6), Iván Castilla‐Rodríguez(6), José M. González-Cava(5), Juan Albino Méndez Pérez(5), Evelio J. González(4), Tinguaro Díaz-Alemán(3), Silvia Alayón(3), Ana M. León(3), M.C. Martín Delgado(3), José Luis Calvo‐Rolle(3), Omar Nuñez(3), Marta González-Hernández(3), Néstor Morales(3), A. Hamilton(3), Javier Medina(3)