Bernardo Cánovas-Segura

According to our database, Bernardo Cánovas-Segura authored at least 28 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Surprising and novel multivariate sequential patterns using odds ratio for temporal evolution in healthcare.

Isidoro J. Casanova, Manuel Campos, Jose M. Juarez, Antonio Gomariz, Bernardo Cánovas-Segura, Marta Lorente-Ros, Jose A. Lorente

BMC Medical Informatics Decis. Mak., December, 2024

Spatiotemporal Data Modelling for Epidemiological Research in Hospitals.

Lorena Pujante-Otalora, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura

IEEE J. Biomed. Health Informatics, October, 2024

GRALENIA: Antimicrobial Resistance Management based on Natural Language and Artificial Intelligence.

Cristóbal Bernardo-Castiñeira, Germán Bou, Manuel Campos, Bernardo Cánovas-Segura, Sergio Figueiras Gómez, Carlos Gómez-Rodríguez, Enrique Míguez Rey, Jesús Vilares

Proceedings of the Seminar of the Spanish Society for Natural Language Processing: Projects and System Demonstrations (SEPLN-CEDI-PD 2024) co-located with the 7th Spanish Conference on Informatics (CEDI 2024), 2024

A Methodology Based on Subgroup Discovery to Generate Reduced Subgroup Sets for Patient Phenotyping.

Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

Spatial-Temporal Visualization Tool for Hospital Support for Infection Spread and Outbreaks.

Denisse Kim, Manuel Campos, Bernardo Cánovas-Segura, José M. Juárez

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

VLSD - An Efficient Subgroup Discovery Algorithm Based on Equivalence Classes and Optimistic Estimate.

Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura

Algorithms, June, 2023

The use of networks in spatial and temporal computational models for outbreak spread in epidemiology: A systematic review.

Lorena Pujante-Otalora, Bernardo Cánovas-Segura, Manuel Campos, Jose M. Juarez

J. Biomed. Informatics, 2023

Meaningful time-related aspects of alerts in Clinical Decision Support Systems. A unified framework.

Bernardo Cánovas-Segura, Antonio Morales Nicolás, Jose M. Juarez, Manuel Campos

J. Biomed. Informatics, 2023

Clinical Data Modeling Combining Agent-Based and Epidemiological Models.

Denisse Kim, Manuel Campos, Bernardo Cánovas-Segura, Jose M. Juarez

Proceedings of the 3rd International Health Data Workshop (HEDA 2023) co-located with Software Technologies: Applications and Foundations (STAF 2023), 2023

2022

Visualization for Infection Analysis and Decision Support in Hospitals.

Denisse Kim, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura

Proceedings of the Distributed Computing and Artificial Intelligence, 2022

2021

A methodology based on Trace-based clustering for patient phenotyping.

Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura

Knowl. Based Syst., 2021

Multi-resistant Bacterial Infection Surveillance using a Graph Database with Spatio-temporal Information.

Lorena Pujante, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura, Antonio Morales Nicolás

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

Phenotypes for Resistant Bacteria Infections Using an Efficient Subgroup Discovery Algorithm.

Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura

Proceedings of the Artificial Intelligence in Medicine, 2021

Seasonality in Infection Predictions Using Interpretable Models for High Dimensional Imbalanced Datasets.

Bernardo Cánovas-Segura, Antonio Morales Nicolás, José M. Juárez, Manuel Campos

Proceedings of the Artificial Intelligence in Medicine, 2021

2020

A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy.

Manuel Campos, Fernando Jiménez, Gracia Sánchez, Jose M. Juarez, Antonio Morales Nicolás, Bernardo Cánovas-Segura, Francisco Palacios

Artif. Intell. Medicine, 2020

Graph Databases for Contact Analysis in Infections Using Spatial Temporal Models.

Lorena Pujante, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura, Antonio Morales Nicolás

Proceedings of the Bioinformatics and Biomedical Engineering, 2020

2019

A lightweight acquisition of expert rules for interoperable clinical decision support systems.

Bernardo Cánovas-Segura, Antonio Morales Nicolás, Jose M. Juarez, Manuel Campos, Francisco Palacios

Knowl. Based Syst., 2019

Impact of expert knowledge on the detection of patients at risk of antimicrobial therapy failure by clinical decision support systems.

Bernardo Cánovas-Segura, Antonio Morales Nicolás, Jose M. Juarez, Manuel Campos, Francisco Palacios

J. Biomed. Informatics, 2019

Improving Interpretable Prediction Models for Antimicrobial Resistance.

Bernardo Cánovas-Segura, Antonio Morales Nicolás, Antonio López Martínez-Carrasco, Manuel Campos, Jose M. Juarez, Lucía López-Rodríguez, Francisco Palacios

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Exploring Antimicrobial Resistance Prediction Using Post-hoc Interpretable Methods.

Bernardo Cánovas-Segura, Antonio Morales Nicolás, Antonio López Martínez-Carrasco, Manuel Campos, Jose M. Juarez, Lucía López-Rodríguez, Francisco Palacios

Proceedings of the Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems, 2019

2018

A decision support system for antibiotic prescription based on local cumulative antibiograms.

Antonio Morales Nicolás, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura, Francisco Palacios, Roque Marín

J. Biomed. Informatics, 2018

Risk Factors for Development of Antibiotic Resistance of Enterococcus Faecium to Vancomycin. A Subgroup Discovery Approach.

Andrej Fajfar, Manuel Campos, Francisco Palacios, Bernardo Cánovas-Segura, Gregor Stiglic, Roque Marín

Proceedings of the Advances in Artificial Intelligence, 2018

2017

A Process-Oriented Approach for Supporting Clinical Decisions for Infection Management.

Bernardo Cánovas-Segura, Francesca Zerbato, Barbara Oliboni, Carlo Combi, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Roque Marín, Francisco Palacios

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

A Decision Support Visualization Tool for Infection Management Based on BMPN and DMN.

Bernardo Cánovas-Segura, Francesca Zerbato, Barbara Oliboni, Carlo Combi, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Francisco Palacios, Roque Marín

Proceedings of the Technologies and Innovation - Third International Conference, 2017

2016

Development of a clinical decision support system for antibiotic management in a hospital environment.

Bernardo Cánovas-Segura, Manuel Campos, Antonio Morales Nicolás, José M. Juárez, Francisco Palacios

Prog. Artif. Intell., 2016

Proposal of a Big Data Platform for Intelligent Antibiotic Surveillance in a Hospital.

Antonio Morales Nicolás, Bernardo Cánovas-Segura, Manuel Campos, Jose M. Juarez, Francisco Palacios

Proceedings of the Advances in Artificial Intelligence, 2016

Clinical Decision Support Using Antimicrobial Susceptibility Test Results.

Bernardo Cánovas-Segura, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Francisco Palacios

Proceedings of the Advances in Artificial Intelligence, 2016

A Clinical Decision Support System for an Antimicrobial Stewardship Program.

Francisco Palacios, Manuel Campos, Jose M. Juarez, S. E. Cosgrove, E. Avdic, Bernardo Cánovas-Segura, Antonio Morales Nicolás, M. E. Martínez-Nuñez, T. Molina-García, P. García-Hierro, J. Cacho-Calvo

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016