Publications (48)

2023

  1. Development of a urinometer for automatic measurement of urine flow in catheterized patients

    PloS one, Vol. 18, Núm. 8, pp. e0290319

  2. Sistema Avanzado de Ayuda a la Conducción (ADAS) en rotondas/glorietas usando imágenes aéreas y técnicas de Inteligencia Artificial para la mejora de la seguridad vial

    Logos Guardia Civil: Revista Científica del Centro Universitario de la Guardia Civil, Núm. 1, pp. 241-270

  3. Think aloud protocol and decision tree for driver behavior modelling at roundabouts

    IEEE Access

2022

  1. Dataset: Roundabout Aerial Images for Vehicle Detection

    Data

  2. Dataset: Variable Message Signal Annotated Images for Object Detection

    Data

  3. Democratization of deep learning for segmenting cartilage from MRIs of human knees: Application to data from the osteoarthritis initiative

    Journal of Orthopaedic Research

2021

  1. Advanced driver assistance systems (ADAS) based on machine learning techniques for the detection and transcription of variable message signs on roads

    Sensors, Vol. 21, Núm. 17

  2. Protocolo de pensamiento en voz alta en conducción naturalista para la detección de patrones de comportamiento en rotondas

    Simposio SEGVAUTO 4,0-CM: Seguridad para una movilidad inteligente, sostenible, segura e integradora.

2020

  1. Manual práctico de inteligencia artificial en entornos sanitarios

    Elsevier

  2. Think aloud protocol applied in naturalistic driving for driving rules generation

    Sensors (Switzerland), Vol. 20, Núm. 23, pp. 1-13

2019

  1. Autonomous driving in roundabout maneuvers using reinforcement learning with q-learning

    Electronics (Switzerland), Vol. 8, Núm. 12

  2. Comparison of machine learning algorithms for clinical event prediction (risk of coronary heart disease)

    Journal of Biomedical Informatics

  3. Machine learning techniques for undertaking roundabouts in autonomous driving

    Sensors (Switzerland), Vol. 19, Núm. 10

2018

  1. Data mining approach for traffic hotspots management: Case of Madrid metropolitan area

    IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

  2. Data mining approach for traffic hotspots management: Case of Madrid metropolitan area

    2018 21ST INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC)

  3. Healthy and wellbeing activities’ promotion using a Big Data approach

    Health Informatics Journal, Vol. 24, Núm. 2, pp. 125-135

  4. Traffic Accidents Classification and Injury Severity Prediction

    2018 3rd IEEE International Conference on Intelligent Transportation Engineering, ICITE 2018

  5. Traffic Hotspots Visualization and Warning System

    2018 IEEE International Conference on Vehicular Electronics and Safety, ICVES 2018

  6. Using wearable devices in naturalistic driving to analyze brain activity in roundabout maneuvers

    2018 IEEE International Conference on Vehicular Electronics and Safety, ICVES 2018

2017

  1. DietaDialisisQuiz. A multiplayer competitive serious game for learning during dialysis

    Enfermeria Nefrologica