INGENIERÍA INFORMÁTICA
Escuela de doctorado
Hospital Universitario de Salamanca
Salamanca, EspañaPublicacións en colaboración con investigadores/as de Hospital Universitario de Salamanca (38)
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
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Real needle for minimal invasive procedures training using motion sensors and optical flow
Computers in Biology and Medicine, Vol. 170
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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Diverticulitis with abscess formation: Outcomes of non-operative management and nomogram for predicting emergency surgery: The Diplicab Study Collaborative Group
Surgery (United States), Vol. 174, Núm. 3, pp. 492-501
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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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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
2022
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Changes in Sensitization Patterns in the Last 25 Years in 619 Patients with Confirmed Diagnoses of Immediate Hypersensitivity Reactions to Beta-Lactams
Biomedicines, Vol. 10, Núm. 7
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Sensitization Phenotypes in Immediate Hypersensitivity to Cephalosporins: A Cluster Analysis Study
Journal of Investigational Allergology and Clinical Immunology
2021
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A platform to support the visual analysis of the SALMANTICOR study outcomes: Conveying cardiological data to lay users
ACM International Conference Proceeding Series
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Application of artificial intelligence algorithms within the medical context for non-specialized users: the CARTIER-IA platform
IJIMAI, Vol. 6, Núm. 6, pp. 46-53
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Bringing machine learning closer to non-experts: Proposal of a user-friendly machine learning tool in the healthcare domain
ACM International Conference Proceeding Series
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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
2020
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A platform for management and visualization of medical data and medical imaging
ACM International Conference Proceeding Series
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Usefulness of an Artificial Neural Network in the Prediction of β-Lactam Allergy
Journal of Allergy and Clinical Immunology: In Practice, Vol. 8, Núm. 9, pp. 2974-2982.e1
2019
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A virtual learning environment for the spasticity treatment techniques improvement
ACM International Conference Proceeding Series
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Predictive modeling of ICU healthcare-associated infections from imbalanced data. Using ensembles and a clustering-based undersampling approach
Applied Sciences (Switzerland), Vol. 9, Núm. 24
2018
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Simulator for medical training in spasticity treatment techniques based on ultrasound imaging guidance
ACM International Conference Proceeding Series