Bernardo Cánovas-Segura

Orcid: 0000-0002-0777-0441

According to our database1, Bernardo Cánovas-Segura authored at least 25 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Methodology Based on Subgroup Discovery to Generate Reduced Subgroup Sets for Patient Phenotyping.
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.
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.
Algorithms, June, 2023

The use of networks in spatial and temporal computational models for outbreak spread in epidemiology: A systematic review.
J. Biomed. Informatics, 2023

Meaningful time-related aspects of alerts in Clinical Decision Support Systems. A unified framework.
J. Biomed. Informatics, 2023

Clinical Data Modeling Combining Agent-Based and Epidemiological Models.
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.
Proceedings of the Distributed Computing and Artificial Intelligence, 2022

2021
A methodology based on Trace-based clustering for patient phenotyping.
Knowl. Based Syst., 2021

Multi-resistant Bacterial Infection Surveillance using a Graph Database with Spatio-temporal Information.
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.
Proceedings of the Artificial Intelligence in Medicine, 2021

Seasonality in Infection Predictions Using Interpretable Models for High Dimensional Imbalanced Datasets.
Proceedings of the Artificial Intelligence in Medicine, 2021

2020
A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy.
Artif. Intell. Medicine, 2020

Graph Databases for Contact Analysis in Infections Using Spatial Temporal Models.
Proceedings of the Bioinformatics and Biomedical Engineering, 2020

2019
A lightweight acquisition of expert rules for interoperable clinical decision support systems.
Knowl. Based Syst., 2019

Impact of expert knowledge on the detection of patients at risk of antimicrobial therapy failure by clinical decision support systems.
J. Biomed. Informatics, 2019

Improving Interpretable Prediction Models for Antimicrobial Resistance.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Exploring Antimicrobial Resistance Prediction Using Post-hoc Interpretable Methods.
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.
J. Biomed. Informatics, 2018

Risk Factors for Development of Antibiotic Resistance of Enterococcus Faecium to Vancomycin. A Subgroup Discovery Approach.
Proceedings of the Advances in Artificial Intelligence, 2018

2017
A Process-Oriented Approach for Supporting Clinical Decisions for Infection Management.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

A Decision Support Visualization Tool for Infection Management Based on BMPN and DMN.
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.
Prog. Artif. Intell., 2016

Proposal of a Big Data Platform for Intelligent Antibiotic Surveillance in a Hospital.
Proceedings of the Advances in Artificial Intelligence, 2016

Clinical Decision Support Using Antimicrobial Susceptibility Test Results.
Proceedings of the Advances in Artificial Intelligence, 2016

A Clinical Decision Support System for an Antimicrobial Stewardship Program.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016


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