Bernardo
Canovas Segura
Investigador Doctor
Antonio
Morales Nicolas
Investigador Doctor
Publications dans lesquelles il/elle collabore avec Antonio Morales Nicolas (20)
2023
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Approaches for Dealing with Seasonality in Clinical Prediction Models for Infections
Applied Sciences (Switzerland), Vol. 13, Núm. 14
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Meaningful time-related aspects of alerts in Clinical Decision Support Systems. A unified framework
Journal of Biomedical Informatics, Vol. 143
2021
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Multi-resistant Bacterial Infection Surveillance using a Graph Database with Spatio-temporal Information
HEALTHINF: PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL. 5: HEALTHINF
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Multi-resistant bacterial infection surveillance using a graph database with spatio-temporal information
HEALTHINF 2021 - 14th International Conference on Health Informatics; Part of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021
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Seasonality in Infection Predictions Using Interpretable Models for High Dimensional Imbalanced Datasets
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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WASPSS: A Clinical Decision Support System for Antimicrobial Stewardship
Recent Advances in Digital System Diagnosis and Management of Healthcare
2020
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A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy
Artificial Intelligence in Medicine, Vol. 102
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Graph Databases for Contact Analysis in Infections Using Spatial Temporal Models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019
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A lightweight acquisition of expert rules for interoperable clinical decision support systems
Knowledge-Based Systems, Vol. 167, pp. 98-113
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Exploring Antimicrobial Resistance Prediction Using Post-hoc Interpretable Methods
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Impact of expert knowledge on the detection of patients at risk of antimicrobial therapy failure by clinical decision support systems
Journal of Biomedical Informatics, Vol. 94
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Improving interpretable prediction models for antimicrobial resistance
Proceedings - IEEE Symposium on Computer-Based Medical Systems
2018
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A decision support system for antibiotic prescription based on local cumulative antibiograms
Journal of Biomedical Informatics, Vol. 84, pp. 114-122
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Investigación en Inteligencia Artificial en Medicina del grupo AIKE de la Universidad de Murcia
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
2017
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A Decision Support Visualization Tool for Infection Management Based on BMPN and DMN
Communications in Computer and Information Science
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A Process-Oriented Approach for Supporting Clinical Decisions for Infection Management
Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017
2016
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A clinical decision support system for an Antimicrobial Stewardship Program
HEALTHINF 2016 - 9th International Conference on Health Informatics, Proceedings; Part of 9th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2016
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Clinical decision support using antimicrobial susceptibility test results
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Development of a clinical decision support system for antibiotic management in a hospital environment
Progress in Artificial Intelligence, Vol. 5, Núm. 3, pp. 181-197
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Proposal of a big data platform for intelligent antibiotic surveillance in a hospital
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)