Publicaciones en las que colabora con Jesús Manuel Sampedro Gómez (14)

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

2023

  1. Machine Learning to Optimize the Echocardiographic Follow-Up of Aortic Stenosis

    JACC: Cardiovascular Imaging, Vol. 16, Núm. 6, pp. 733-744

2022

  1. Date of admission during covid-19 pandemic impacted patient outcomes in addition to the higher efficacy of tocilizumab plus high-dose corticosteroid therapy compared to tocilizumab alone

    Journal of Clinical Medicine, Vol. 11, Núm. 1

  2. Outcome Analysis in Elective Electrical Cardioversion of Atrial Fibrillation Patients: Development and Validation of a Machine Learning Prognostic Model

    Journal of Clinical Medicine, Vol. 11, Núm. 9

  3. Predictive Power for Thrombus Detection after Atrial Appendage Closure: Machine Learning vs. Classical Methods

    Journal of Personalized Medicine, Vol. 12, Núm. 9

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. Automatic Classification of Valve Diseases Through Natural Language Processing in Spanish and Active Learning

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

  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. Development of a severity of disease score and classification model by machine learning for hospitalized COVID-19 patients

    PLoS ONE, Vol. 16, Núm. 4 April

  5. 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)

  6. 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. Machine Learning to Predict Stent Restenosis Based on Daily Demographic, Clinical, and Angiographic Characteristics

    Canadian Journal of Cardiology, Vol. 36, Núm. 10, pp. 1624-1632

2019

  1. Applications of Artificial Intelligence in Cardiology. The Future is Already Here

    Revista Espanola de Cardiologia, Vol. 72, Núm. 12, pp. 1065-1075