ANTONIO
SANCHEZ PUENTE
INVEST DOCT UV JUNIOR
Publicaciones (24) Publicaciones de ANTONIO SANCHEZ PUENTE
2024
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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
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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
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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)
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Editorial commentary: CardioVerse: Buying the stairway to heaven
Trends in Cardiovascular Medicine
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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)
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Machine Learning to Optimize the Echocardiographic Follow-Up of Aortic Stenosis
JACC: Cardiovascular Imaging, Vol. 16, Núm. 6, pp. 733-744
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Refactoring User Interfaces Through a Data-Driven Framework: a Case Study in the Health Domain
Proceedings - 2023 49th Latin American Computing Conference, CLEI 2023
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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
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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
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CardioVerse: Buying the stairway to heaven
Trends in Cardiovascular Medicine
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KoopaML, a Machine Learning platform for medical data analysis
Journal on Interactive Systems, Vol. 13, Núm. 1, pp. 154-165
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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
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Predictive Power for Thrombus Detection after Atrial Appendage Closure: Machine Learning vs. Classical Methods
Journal of Personalized Medicine, Vol. 12, Núm. 9
2021
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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)
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User-Centered Design Approach for a Machine Learning Platform for Medical Purpose
Communications in Computer and Information Science
2018
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Accelerated observers and the notion of singular spacetime
Classical and Quantum Gravity, Vol. 35, Núm. 5
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Las matemáticas del cambio climático: formación de profesores fuera de las aulas
Investigación en Educación Matemática XXII
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Wormholes as a cure for black hole singularities
14th Marcel Grossman Meeting On Recent Developments in Theoretical and Experimental General Relativity, Astrophysics and Relativistic Field Theories, Proceedings
2016
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Classical resolution of black hole singularities via wormholes
European Physical Journal C, Vol. 76, Núm. 3
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Impact of curvature divergences on physical observers in a wormhole space-time with horizons
Classical and Quantum Gravity, Vol. 33, Núm. 11