Bernardo Cánovas-Segura

30 papers B 3Journal 13Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
A deep learning approach to predicting hospitalized patients' SEIRD states using multimodal spatiotemporal data.
Int. J. Medical Informatics
Andrea Santomauro, Denisse Kim, Bernardo Cánovas-Segura, Giorgio Leonardi, Manuel Campos, Luigi Portinale, Jose M. Juarez
2025 J jnl
Infection Spread and Outbreaks Support with Spatial-Temporal Visualization Tool for Hospitals.
J. Medical Syst.
Denisse Kim, Bernardo Cánovas-Segura, Manuel Campos, Sergio Aleman Belando, Jose M. Juarez
2024 — conf
A Methodology Based on Subgroup Discovery to Generate Reduced Subgroup Sets for Patient Phenotyping.
BIOSTEC (2)
Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
2024 — conf
GRALENIA: Antimicrobial Resistance Management based on Natural Language and Artificial Intelligence.
SEPLN (Projects and Demonstrations)
Cristóbal Bernardo-Castiñeira, Germán Bou, Manuel Campos, Bernardo Cánovas-Segura, Sergio Figueiras Gómez, Carlos Gómez-Rodríguez, Enrique Míguez Rey, Jesús Vilares
2024 — conf
Spatial-Temporal Visualization Tool for Hospital Support for Infection Spread and Outbreaks.
BIOSTEC (2)
Denisse Kim, Manuel Campos, Bernardo Cánovas-Segura, José M. Juárez
2024 J jnl
Spatiotemporal Data Modelling for Epidemiological Research in Hospitals.
IEEE J. Biomed. Health Informatics
Lorena Pujante-Otalora, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura
2024 J jnl
Surprising and novel multivariate sequential patterns using odds ratio for temporal evolution in healthcare.
BMC Medical Informatics Decis. Mak.
Isidoro J. Casanova, Manuel Campos, Jose M. Juarez, Antonio Gomariz, Bernardo Cánovas-Segura, Marta Lorente-Ros, Jose A. Lorente
2023 — conf
Clinical Data Modeling Combining Agent-Based and Epidemiological Models.
HEDA@STAF
Denisse Kim, Manuel Campos, Bernardo Cánovas-Segura, Jose M. Juarez
2023 J jnl
Meaningful time-related aspects of alerts in Clinical Decision Support Systems. A unified framework.
J. Biomed. Informatics
Bernardo Cánovas-Segura, Antonio Morales Nicolás, Jose M. Juarez, Manuel Campos
2023 J jnl
The use of networks in spatial and temporal computational models for outbreak spread in epidemiology: A systematic review.
J. Biomed. Informatics
Lorena Pujante-Otalora, Bernardo Cánovas-Segura, Manuel Campos, Jose M. Juarez
2023 J jnl
VLSD - An Efficient Subgroup Discovery Algorithm Based on Equivalence Classes and Optimistic Estimate.
Algorithms
Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
2022 — conf
Visualization for Infection Analysis and Decision Support in Hospitals.
DCAI (2)
Denisse Kim, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
2021 J jnl
A methodology based on Trace-based clustering for patient phenotyping.
Knowl. Based Syst.
Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
2021 — conf
Multi-resistant Bacterial Infection Surveillance using a Graph Database with Spatio-temporal Information.
HEALTHINF
Lorena Pujante, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura, Antonio Morales Nicolás
2021 B conf
Phenotypes for Resistant Bacteria Infections Using an Efficient Subgroup Discovery Algorithm.
AIME
Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
2021 B conf
Seasonality in Infection Predictions Using Interpretable Models for High Dimensional Imbalanced Datasets.
AIME
Bernardo Cánovas-Segura, Antonio Morales Nicolás, José M. Juárez, Manuel Campos
2020 J jnl
A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy.
Artif. Intell. Medicine
Manuel Campos, Fernando Jiménez, Gracia Sánchez, Jose M. Juarez, Antonio Morales Nicolás, Bernardo Cánovas-Segura, Francisco Palacios
2020 — conf
Graph Databases for Contact Analysis in Infections Using Spatial Temporal Models.
IWBBIO
Lorena Pujante, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura, Antonio Morales Nicolás
2019 J jnl
A lightweight acquisition of expert rules for interoperable clinical decision support systems.
Knowl. Based Syst.
Bernardo Cánovas-Segura, Antonio Morales Nicolás, Jose M. Juarez, Manuel Campos, Francisco Palacios
2019 — conf
Exploring Antimicrobial Resistance Prediction Using Post-hoc Interpretable Methods.
KR4HC/ProHealth/TEAAM@AIME
Bernardo Cánovas-Segura, Antonio Morales Nicolás, Antonio López Martínez-Carrasco, Manuel Campos, Jose M. Juarez, Lucía López-Rodríguez, Francisco Palacios
2019 J jnl
Impact of expert knowledge on the detection of patients at risk of antimicrobial therapy failure by clinical decision support systems.
J. Biomed. Informatics
Bernardo Cánovas-Segura, Antonio Morales Nicolás, Jose M. Juarez, Manuel Campos, Francisco Palacios
2019 B conf
Improving Interpretable Prediction Models for Antimicrobial Resistance.
CBMS
Bernardo Cánovas-Segura, Antonio Morales Nicolás, Antonio López Martínez-Carrasco, Manuel Campos, Jose M. Juarez, Lucía López-Rodríguez, Francisco Palacios
2018 J jnl
A decision support system for antibiotic prescription based on local cumulative antibiograms.
J. Biomed. Informatics
Antonio Morales Nicolás, Manuel Campos, Jose M. Juarez, Bernardo Cánovas-Segura, Francisco Palacios, Roque Marín
2018 — conf
Risk Factors for Development of Antibiotic Resistance of Enterococcus Faecium to Vancomycin. A Subgroup Discovery Approach.
CAEPIA
Andrej Fajfar, Manuel Campos, Francisco Palacios, Bernardo Cánovas-Segura, Gregor Stiglic, Roque Marín
2017 — conf
A Decision Support Visualization Tool for Infection Management Based on BMPN and DMN.
CITI
Bernardo Cánovas-Segura, Francesca Zerbato, Barbara Oliboni, Carlo Combi, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Francisco Palacios, Roque Marín
2017 — conf
A Process-Oriented Approach for Supporting Clinical Decisions for Infection Management.
ICHI
Bernardo Cánovas-Segura, Francesca Zerbato, Barbara Oliboni, Carlo Combi, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Roque Marín, Francisco Palacios
2016 — conf
A Clinical Decision Support System for an Antimicrobial Stewardship Program.
HEALTHINF
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
2016 — conf
Clinical Decision Support Using Antimicrobial Susceptibility Test Results.
CAEPIA
Bernardo Cánovas-Segura, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Francisco Palacios
2016 J jnl
Development of a clinical decision support system for antibiotic management in a hospital environment.
Prog. Artif. Intell.
Bernardo Cánovas-Segura, Manuel Campos, Antonio Morales Nicolás, José M. Juárez, Francisco Palacios
2016 — conf
Proposal of a Big Data Platform for Intelligent Antibiotic Surveillance in a Hospital.
CAEPIA
Antonio Morales Nicolás, Bernardo Cánovas-Segura, Manuel Campos, Jose M. Juarez, Francisco Palacios