Publicacions en què col·labora amb Antonio Sánchez Puente (15)

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

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. Editorial commentary: CardioVerse: Buying the stairway to heaven

    Trends in Cardiovascular Medicine

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

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

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

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

  6. 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

  7. Uncertainty to Improve the Automatic Measurement of Left Ventricular Ejection Fraction in 2D Echocardiography Using CNN-Based Segmentation

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

2022

  1. CardioVerse: Buying the stairway to heaven

    Trends in Cardiovascular Medicine

  2. KoopaML, a Machine Learning platform for medical data analysis

    Journal on Interactive Systems, Vol. 13, Núm. 1, pp. 154-165

  3. 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

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

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

2021

  1. 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)

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

    Communications in Computer and Information Science