Publications in collaboration with researchers from Hospital Universitario de Salamanca (31)

2023

  1. Flexible Heuristics for Supporting Recommendations Within an AI Platform Aimed at Non-expert Users

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

  2. Testing and Improvements of KoopaML: A Platform to Ease the Development of Machine Learning Pipelines in the Medical Domain

    Lecture Notes in Educational Technology (Springer Science and Business Media Deutschland GmbH), pp. 210-217

2022

  1. Changes in Sensitization Patterns in the Last 25 Years in 619 Patients with Confirmed Diagnoses of Immediate Hypersensitivity Reactions to Beta-Lactams

    Biomedicines, Vol. 10, Núm. 7

  2. Sensitization Phenotypes in Immediate Hypersensitivity to Cephalosporins: A Cluster Analysis Study

    Journal of Investigational Allergology and Clinical Immunology

2021

  1. A platform to support the visual analysis of the SALMANTICOR study outcomes: Conveying cardiological data to lay users

    ACM International Conference Proceeding Series

  2. Application of artificial intelligence algorithms within the medical context for non-specialized users: the CARTIER-IA platform

    IJIMAI, Vol. 6, Núm. 6, pp. 46-53

  3. Bringing machine learning closer to non-experts: Proposal of a user-friendly machine learning tool in the healthcare domain

    ACM International Conference Proceeding Series

  4. Usability Study of CARTIER-IA: A Platform for Medical Data and Imaging Management

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

  5. User-Centered Design Approach for a Machine Learning Platform for Medical Purpose

    Communications in Computer and Information Science

2020

  1. A platform for management and visualization of medical data and medical imaging

    ACM International Conference Proceeding Series

  2. Usefulness of an Artificial Neural Network in the Prediction of β-Lactam Allergy

    Journal of Allergy and Clinical Immunology: In Practice, Vol. 8, Núm. 9, pp. 2974-2982.e1

2019

  1. A virtual learning environment for the spasticity treatment techniques improvement

    ACM International Conference Proceeding Series

  2. Predictive modeling of ICU healthcare-associated infections from imbalanced data. Using ensembles and a clustering-based undersampling approach

    Applied Sciences (Switzerland), Vol. 9, Núm. 24

2018

  1. Simulator for medical training in spasticity treatment techniques based on ultrasound imaging guidance

    ACM International Conference Proceeding Series

2017

  1. Computerized-Aid medical training: Ecographic simulator for echo-guided infiltration of botulinic toxin

    Healthcare Ethics and Training: Concepts, Methodologies, Tools, and Applications (IGI Global), pp. 434-450

  2. Multiclassifier Systems for Predicting Neurological Outcome of Patients with Severe Trauma and Polytrauma in Intensive Care Units

    Journal of Medical Systems, Vol. 41, Núm. 9

  3. Simulation of an outbreak of Acinetobacter baumannii in hospitals

    Revista Espanola de Quimioterapia, Vol. 30, Núm. 6, pp. 443-449

2016

  1. Efectividad y predictores de fracaso de la ventilación mecánica no invasiva en la insuficiencia respiratoria aguda

    Medicina Intensiva, Vol. 40, Núm. 1, pp. 9-17

  2. Random forest based ensemble classifiers for predicting healthcare-associated infections in intensive care units

    Advances in Intelligent Systems and Computing

  3. Reply to prediction of Non-invasive mechanical ventilation response: Moving from art to science

    Methods of Information in Medicine