Search Results - "Juarez, Jose M"

Business Process Model and Notation and openEHR Task Planning for Clinical Pathway Standards in Infections: Critical Analysis by Iglesias, Natalia, Juarez, Jose M, Campos, Manuel

“…Clinical pathways (CPs) are usually expressed by means of workflow formalisms, providing health care personnel with an easy-to-understand, high-level…”
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Spatial-temporal simulation for hospital infection spread and outbreaks of Clostridioides difficile by Kim, Denisse, Canovas-Segura, Bernardo, Jimeno-Almazán, Amaya, Campos, Manuel, Juarez, Jose M.

“…Validated and curated datasets are essential for studying the spread and control of infectious diseases in hospital settings, requiring clinical information on…”
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Surprising and novel multivariate sequential patterns using odds ratio for temporal evolution in healthcare by Casanova, Isidoro J, Campos, Manuel, Juarez, Jose M, Gomariz, Antonio, Canovas-Segura, Bernardo, Lorente-Ros, Marta, Lorente, Jose A

“…Pattern mining techniques are helpful tools when extracting new knowledge in real practice, but the overwhelming number of patterns is still a limiting factor…”
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Approaches for Dealing with Seasonality in Clinical Prediction Models for Infections by Cánovas-Segura, Bernardo, Morales, Antonio, Juarez, Jose M, Campos, Manuel

“…The quantitative effect of seasonality on the prevalence of infectious diseases has been widely studied in epidemiological models. However, its influence in…”
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VLSD—An Efficient Subgroup Discovery Algorithm Based on Equivalence Classes and Optimistic Estimate by Lopez-Martinez-Carrasco, Antonio, Juarez, Jose M., Campos, Manuel, Canovas-Segura, Bernardo

“…Subgroup Discovery (SD) is a supervised data mining technique for identifying a set of relations (subgroups) among attributes from a dataset with respect to a…”
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Visualization of Spatial–Temporal Epidemiological Data: A Scoping Review by Kim, Denisse, Cánovas-Segura, Bernardo, Campos, Manuel, Juarez, Jose M

“…In recent years, the proliferation of health data sources due to computer technologies has prompted the use of visualization techniques to tackle…”
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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 by Casanova, Isidoro J, Campos, Manuel, Juarez, Jose M, Gomariz, Antonio, Lorente-Ros, Marta, Lorente, Jose A

“…Background: It is important to exploit all available data on patients in settings such as intensive care burn units (ICBUs), where several variables are…”
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Spatiotemporal Data Modelling for Epidemiological Research in Hospitals by Pujante-Otalora, Lorena, Campos, Manuel, Juarez, Jose M, Canovas-Segura, Bernardo

“…Nosocomial infections are a great source of concern for healthcare organizations. The spatial layout of hospitals and the movements of patients play…”
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Comprehensive analysis of rule formalisms to represent clinical guidelines: Selection criteria and case study on antibiotic clinical guidelines by Iglesias, Natalia, Juarez, Jose M., Campos, Manuel

“…•Help CDSS designers to determine the most suitable rule-based technology for modelling knowledge from CGs.•Identification of main requirements for computable…”
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The use of networks in spatial and temporal computational models for outbreak spread in epidemiology: A systematic review by Pujante-Otalora, Lorena, Canovas-Segura, Bernardo, Campos, Manuel, Juarez, Jose M.

“…[Display omitted] •Computational models with networks look suitable for simulating an outbreak.•This systematic review answers five research questions about…”
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Meaningful time-related aspects of alerts in Clinical Decision Support Systems. A unified framework by Cánovas-Segura, Bernardo, Morales, Antonio, Juarez, Jose M., Campos, Manuel

“…Alerts are a common functionality of clinical decision support systems (CDSSs). Although they have proven to be useful in clinical practice, the alert burden…”
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A methodology based on Trace-based clustering for patient phenotyping by Lopez-Martinez-Carrasco, Antonio, Juarez, Jose M., Campos, Manuel, Canovas-Segura, Bernardo

“…The current situation of critical progression as regards the resistance of bacteria to antibiotics has led to the use of machine learning techniques in order…”
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Monitoring elderly people at home with temporal Case-Based Reasoning by Lupiani, Eduardo, Juarez, Jose M., Palma, Jose, Marin, Roque

“…This paper presents a study of why and how Case-Based Reasoning (CBR) can be used in the long term to help elderly people living alone in a Smart Home. The…”
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Multi-objective evolutionary algorithms for fuzzy classification in survival prediction by JIMENEZ, Fernando, SANCHEZ, Gracia, JUAREZ, José M

“…Abstract Objective This paper presents a novel rule-based fuzzy classification methodology for survival/mortality prediction in severe burnt patients. Due to…”
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A lightweight acquisition of expert rules for interoperable clinical decision support systems by Cánovas-Segura, Bernardo, Morales, Antonio, Juarez, Jose M., Campos, Manuel, Palacios, Francisco

“…The process of adding new knowledge in the form of rules to already running Clinical Decision Support Systems (CDSSs) in hospitals is extremely costly and time…”
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A decision support system for antibiotic prescription based on local cumulative antibiograms by Morales, Antonio, Campos, Manuel, Juarez, Jose M., Canovas-Segura, Bernardo, Palacios, Francisco, Marin, Roque

“…[Display omitted] •NNF is a valuable measure as regards developing CDSS for antibiotic prescription.•ANNF and WANNF are appropriate for directed and empiric…”
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Evaluating Case-Base Maintenance algorithms by Lupiani, Eduardo, Juarez, Jose M., Palma, Jose

“…The success of a Case-Based Reasoning (CBR) system closely depends on its knowledge-base, named the case-base. The life cycle of CBR systems usually implies…”
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Impact of expert knowledge on the detection of patients at risk of antimicrobial therapy failure by clinical decision support systems by Cánovas-Segura, Bernardo, Morales, Antonio, Juarez, Jose M., Campos, Manuel, Palacios, Francisco

“…[Display omitted] •Antimicrobial Susceptibility Tests (ASTs) are used to characterise bacteria.•Clinicians prescribe the most appropriate treatments based on…”
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A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy by Campos, Manuel, Jimenez, Fernando, Sanchez, Gracia, Juarez, Jose M., Morales, Antonio, Canovas-Segura, Bernardo, Palacios, Francisco

“…[Display omitted] •A method for selecting empiric antibiotic therapy can be based on a optimization model.•Multiple criteria are needed for development of new…”
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Follow-up after failed newborn hearing screening: Parental and primary care provider awareness by Juarez, Jose M., Shaffer, Amber D., Chi, David H.

“…The current loss to follow-up rate after failed newborn hearing screening (NBHS) is 34.4%. Previous studies have found that lack of parental and primary care…”
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