Publikationen in Zusammenarbeit mit Forschern von Universidad de Salamanca (14)

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. EXPERIENCES ON THE CREATION OF A MULTI-DISCIPLINARY COURSE IN A METAVERSE ENVIRONMENT

    Proceedings of the International CDIO Conference

  3. Editorial commentary: CardioVerse: Buying the stairway to heaven

    Trends in Cardiovascular Medicine

  4. 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)

  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

2022

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

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

  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

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

    ACM International Conference Proceeding Series

  3. 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)

  4. 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