Applications of artificial intelligence in cardiology. The future is already here PI Dorado-Díaz, J Sampedro-Gómez, V Vicente-Palacios, PL Sánchez Revista Española de Cardiología (English Edition) 72 (12), 1065-1075, 2019 | 121 | 2019 |
Development of a severity of disease score and classification model by machine learning for hospitalized COVID-19 patients M Marcos, M Belhassen-García, A Sánchez-Puente, J Sampedro-Gomez, ... PloS one 16 (4), e0240200, 2021 | 57 | 2021 |
Application of artificial intelligence algorithms within the medical context for non-specialized users: the CARTIER-IA platform FJG Peñalvo, AV Ingelmo, AG Holgado, JS Gómez, AS Puente, ... IJIMAI 6 (6), 46-53, 2021 | 45 | 2021 |
Machine learning to predict stent restenosis based on daily demographic, clinical, and angiographic characteristics J Sampedro-Gómez, PI Dorado-Díaz, V Vicente-Palacios, ... Canadian Journal of Cardiology 36 (10), 1624-1632, 2020 | 39 | 2020 |
KoopaML: a graphical platform for building machine learning pipelines adapted to health professionals F García-Peñalvo, A Vázquez-Ingelmo, A García-Holgado, ... International Journal of Interactive Multimedia and Artificial Intelligence …, 2023 | 23 | 2023 |
SALMANTICOR study. Rationale and design of a population-based study to identify structural heart disease abnormalities: a spatial and machine learning analysis JI Melero-Alegria, M Cascon, A Romero, PP Vara, M Barreiro-Perez, ... BMJ open 9 (2), e024605, 2019 | 18 | 2019 |
User-centered design approach for a machine learning platform for medical purpose A García-Holgado, A Vázquez-Ingelmo, J Alonso-Sánchez, ... Iberoamerican Workshop on Human-Computer Interaction, 237-249, 2021 | 15 | 2021 |
Aplicaciones de la inteligencia artificial en cardiología: el futuro ya está aquí PI Dorado-Díaz, J Sampedro-Gómez, V Vicente-Palacios, PL Sánchez Revista Española de Cardiología 72 (12), 1065-1075, 2019 | 15 | 2019 |
Bringing machine learning closer to non-experts: proposal of a user-friendly machine learning tool in the healthcare domain A Vázquez-Ingelmo, J Alonso-Sánchez, A García-Holgado, ... Ninth International Conference on Technological Ecosystems for Enhancing …, 2021 | 12 | 2021 |
Machine learning to optimize the echocardiographic follow-up of aortic stenosis A Sánchez-Puente, PI Dorado-Díaz, J Sampedro-Gómez, J Bermejo, ... Cardiovascular Imaging 16 (6), 733-744, 2023 | 11 | 2023 |
Outcome analysis in elective electrical cardioversion of atrial fibrillation patients: development and validation of a machine learning prognostic model JC Nunez-Garcia, A Sanchez-Puente, J Sampedro-Gomez, ... Journal of clinical medicine 11 (9), 2636, 2022 | 10 | 2022 |
Usability study of CARTIER-IA: a platform for medical data and imaging management A Vázquez-Ingelmo, J Alonso, A García-Holgado, FJ García-Peñalvo, ... International Conference on Human-Computer Interaction, 374-384, 2021 | 8 | 2021 |
Exploring User Experience and Usability in a Metaverse Learning Environment for Students: A Usability Study of the Artificial Intelligence, Innovation, and Society (AIIS) A Pyae, W Ravyse, M Luimula, E Pizarro-Lucas, PL Sanchez, ... Electronics 12 (20), 4283, 2023 | 6 | 2023 |
Design considerations for high impact, automated echocardiogram analysis W Toussaint, D Van Veen, C Irwin, Y Nachmany, M Barreiro-Perez, ... arXiv preprint arXiv:2006.06292, 2020 | 6 | 2020 |
A platform to support the visual analysis of the SALMANTICOR study outcomes: conveying cardiological data to lay users A Vázquez-Ingelmo, FJ García Peñalvo, A Sánchez-Puente, ... Ninth International Conference on Technological Ecosystems for Enhancing …, 2021 | 5 | 2021 |
A platform for management and visualization of medical data and medical imaging A Vázquez-Ingelmo, J Sampedro-Gómez, A Sánchez-Puente, ... Eighth International Conference on Technological Ecosystems for Enhancing …, 2020 | 4 | 2020 |
D-Ai-com: A Dicom reception node to automate the application of artificial intelligence scripts to medical imaging data A Vázquez-Ingelmo, A García-Holgado, FJ García-Peñalvo, ... World Conference on Information Systems and Technologies, 199-206, 2023 | 2 | 2023 |
Testing and improvements of KoopaML: a platform to ease the development of Machine Learning pipelines in the medical domain A Vázquez-Ingelmo, A García-Holgado, FJ García-Peñalvo, ... International conference on technological ecosystems for enhancing …, 2022 | 2 | 2022 |
KoopaML, a Machine Learning platform for medical data analysis A García-Holgado, A Vázquez-Ingelmo, J Alonso-Sánchez, ... Journal on Interactive Systems 13 (1), 154-165, 2022 | 2 | 2022 |
Contribuciones de las técnicas machine learning a la cardiología. Predicción de reestenosis tras implante de stent coronario PI Dorado Díaz | 2 | 2019 |