Publicaciones en colaboración con investigadores/as de Hospital Universitario de Salamanca (38)

2024

  1. Assessing the Effectiveness of Textual Recommendations in KoopaML: A Comparative Study on Non-Expert Users' ML Pipeline Development

    International Journal on Semantic Web and Information Systems, Vol. 20, Núm. 1

  2. D-AI-COM: A DICOM Reception Node to Automate the Application of Artificial Intelligence Scripts to Medical Imaging Data

    Lecture Notes in Networks and Systems

  3. Real needle for minimal invasive procedures training using motion sensors and optical flow

    Computers in Biology and Medicine, Vol. 170

2023

  1. Are Textual Recommendations Enough? Guiding Physicians Toward the Design of Machine Learning Pipelines Through a Visual Platform

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

  2. Diverticulitis with abscess formation: Outcomes of non-operative management and nomogram for predicting emergency surgery: The Diplicab Study Collaborative Group

    Surgery (United States), Vol. 174, Núm. 3, pp. 492-501

  3. 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)

  4. Refactoring User Interfaces Through a Data-Driven Framework: a Case Study in the Health Domain

    Proceedings - 2023 49th Latin American Computing Conference, CLEI 2023

  5. 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