Bernardo Cánovas-Segura

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 27

Top Topics

Subgroup Discovery

Spatial Temporal

Decision Support

Imbalanced Datasets

Top Venues

J. Biomed. Informatics

Knowl. Based Syst.

Publications

Cristóbal Bernardo-Castiñeira, Germán Bou, Manuel Campos, Bernardo Cánovas-Segura, Sergio Figueiras Gómez, Carlos Gómez-Rodríguez, Enrique Míguez Rey, Jesús Vilares
GRALENIA: Antimicrobial Resistance Management based on Natural Language and Artificial Intelligence. SEPLN (Projects and Demonstrations) (2024)
Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
A Methodology Based on Subgroup Discovery to Generate Reduced Subgroup Sets for Patient Phenotyping. BIOSTEC (2) (2024)
Denisse Kim, Manuel Campos, Bernardo Cánovas-Segura, José M. Juárez
Spatial-Temporal Visualization Tool for Hospital Support for Infection Spread and Outbreaks. BIOSTEC (2) (2024)
Isidoro J. Casanova, Manuel Campos, Jose M. Juarez, Antonio Gomariz, Bernardo Cánovas-Segura, Marta Lorente-Ros, Jose A. Lorente
Surprising and novel multivariate sequential patterns using odds ratio for temporal evolution in healthcare. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Denisse Kim, Manuel Campos, Bernardo Cánovas-Segura, Jose M. Juarez
Clinical Data Modeling Combining Agent-Based and Epidemiological Models. HEDA@STAF (2023)
Lorena Pujante-Otalora, Bernardo Cánovas-Segura, Manuel Campos, Jose M. Juarez
The use of networks in spatial and temporal computational models for outbreak spread in epidemiology: A systematic review. J. Biomed. Informatics 143 (2023)
Bernardo Cánovas-Segura, Antonio Morales Nicolás, Jose M. Juarez, Manuel Campos
Meaningful time-related aspects of alerts in Clinical Decision Support Systems. A unified framework. J. Biomed. Informatics 143 (2023)
Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
VLSD - An Efficient Subgroup Discovery Algorithm Based on Equivalence Classes and Optimistic Estimate. Algorithms 16 (6) (2023)
Denisse Kim, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
Visualization for Infection Analysis and Decision Support in Hospitals. DCAI (2) (2022)
Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
A methodology based on Trace-based clustering for patient phenotyping. Knowl. Based Syst. 232 (2021)
Bernardo Cánovas-Segura, Antonio Morales Nicolás, José M. Juárez, Manuel Campos
Seasonality in Infection Predictions Using Interpretable Models for High Dimensional Imbalanced Datasets. AIME (2021)
Lorena Pujante, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura, Antonio Morales Nicolás
Multi-resistant Bacterial Infection Surveillance using a Graph Database with Spatio-temporal Information. HEALTHINF (2021)
Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
Phenotypes for Resistant Bacteria Infections Using an Efficient Subgroup Discovery Algorithm. AIME (2021)
Manuel Campos, Fernando Jiménez, Gracia Sánchez, Jose M. Juarez, Antonio Morales Nicolás, Bernardo Cánovas-Segura, Francisco Palacios
A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy. Artif. Intell. Medicine 102 (2020)
Lorena Pujante, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura, Antonio Morales Nicolás
Graph Databases for Contact Analysis in Infections Using Spatial Temporal Models. IWBBIO (2020)
Bernardo Cánovas-Segura, Antonio Morales Nicolás, Jose M. Juarez, Manuel Campos, Francisco Palacios
A lightweight acquisition of expert rules for interoperable clinical decision support systems. Knowl. Based Syst. 167 (2019)
Bernardo Cánovas-Segura, Antonio Morales Nicolás, Jose M. Juarez, Manuel Campos, Francisco Palacios
Impact of expert knowledge on the detection of patients at risk of antimicrobial therapy failure by clinical decision support systems. J. Biomed. Informatics 94 (2019)
Bernardo Cánovas-Segura, Antonio Morales Nicolás, Antonio López Martínez-Carrasco, Manuel Campos, Jose M. Juarez, Lucía López-Rodríguez, Francisco Palacios
Exploring Antimicrobial Resistance Prediction Using Post-hoc Interpretable Methods. KR4HC/ProHealth/TEAAM@AIME (2019)
Bernardo Cánovas-Segura, Antonio Morales Nicolás, Antonio López Martínez-Carrasco, Manuel Campos, Jose M. Juarez, Lucía López-Rodríguez, Francisco Palacios
Improving Interpretable Prediction Models for Antimicrobial Resistance. CBMS (2019)
Andrej Fajfar, Manuel Campos, Francisco Palacios, Bernardo Cánovas-Segura, Gregor Stiglic, Roque Marín
Risk Factors for Development of Antibiotic Resistance of Enterococcus Faecium to Vancomycin. A Subgroup Discovery Approach. CAEPIA (2018)
Antonio Morales Nicolás, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura, Francisco Palacios, Roque Marín
A decision support system for antibiotic prescription based on local cumulative antibiograms. J. Biomed. Informatics 84 (2018)
Bernardo Cánovas-Segura, Francesca Zerbato, Barbara Oliboni, Carlo Combi, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Francisco Palacios, Roque Marín
A Decision Support Visualization Tool for Infection Management Based on BMPN and DMN. CITI (2017)
Bernardo Cánovas-Segura, Francesca Zerbato, Barbara Oliboni, Carlo Combi, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Roque Marín, Francisco Palacios
A Process-Oriented Approach for Supporting Clinical Decisions for Infection Management. ICHI (2017)
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
A Clinical Decision Support System for an Antimicrobial Stewardship Program. HEALTHINF (2016)
Bernardo Cánovas-Segura, Manuel Campos, Antonio Morales Nicolás, José M. Juárez, Francisco Palacios
Development of a clinical decision support system for antibiotic management in a hospital environment. Prog. Artif. Intell. 5 (3) (2016)
Antonio Morales Nicolás, Bernardo Cánovas-Segura, Manuel Campos, Jose M. Juarez, Francisco Palacios
Proposal of a Big Data Platform for Intelligent Antibiotic Surveillance in a Hospital. CAEPIA (2016)
Bernardo Cánovas-Segura, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Francisco Palacios
Clinical Decision Support Using Antimicrobial Susceptibility Test Results. CAEPIA (2016)