Jose Manuel
Juarez Herrero
Profesores Titulares de Universidad
Hospital Universitario de Getafe
Getafe, EspañaPublicaciones en colaboración con investigadores/as de Hospital Universitario de Getafe (20)
2024
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Surprising and novel multivariate sequential patterns using odds ratio for temporal evolution in healthcare
BMC Medical Informatics and Decision Making, Vol. 24, Núm. 1
2022
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Using the Diagnostic Odds Ratio to Select Patterns to Build an Interpretable Pattern-Based Classifier in a Clinical Domain: Multivariate Sequential Pattern Mining Study
JMIR Medical Informatics, Vol. 10, Núm. 8
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
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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Impact of time series discretization on intensive care burn unit survival classification
Progress in Artificial Intelligence, Vol. 7, Núm. 1, pp. 41-53
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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
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Metodología basada en agrupamiento y visualizaci ón para el fenotipado de pacientes
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)
2015
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Computable representation of antimicrobial recommendations using clinical rules: A clinical information systems perspective
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Using multivariate sequential patterns to improve survival prediction in intensive care burn unit
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014
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What do doctors need for effective adoption and integration of clinical guidelines into daily practice?
Proceedings - 2014 IEEE International Conference on Healthcare Informatics, ICHI 2014