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 (HEALTHINF, 2016)

Clinical Decision Support Using Antimicrobial Susceptibility Test Results. - Bernardo Cánovas-Segura; Manuel Campos; Antonio Morales Nicolás; Jose M. Juarez; Francisco Palacios (CAEPIA, 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 (CAEPIA, 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)

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 (CITI, 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 (ICHI, 2017)

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 (CAEPIA, 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)

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 (KR4HC/ProHealth/TEAAM@AIME, 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 (CBMS, 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)

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)

Graph Databases for Contact Analysis in Infections Using Spatial Temporal Models. - Lorena Pujante; Manuel Campos; Jose M. Juarez; Bernardo Cánovas-Segura; Antonio Morales Nicolás (IWBBIO, 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)

Seasonality in Infection Predictions Using Interpretable Models for High Dimensional Imbalanced Datasets. - Bernardo Cánovas-Segura; Antonio Morales Nicolás; José M. Juárez; Manuel Campos (AIME, 2021)

Phenotypes for Resistant Bacteria Infections Using an Efficient Subgroup Discovery Algorithm. - Antonio Lopez-Martinez-Carrasco; Jose M. Juarez; Manuel Campos; Bernardo Cánovas-Segura (AIME, 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 (HEALTHINF, 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)

Visualization for Infection Analysis and Decision Support in Hospitals. - Denisse Kim; Jose M. Juarez; Manuel Campos; Bernardo Cánovas-Segura (DCAI (2), 2022)

Clinical Data Modeling Combining Agent-Based and Epidemiological Models. - Denisse Kim; Manuel Campos; Bernardo Cánovas-Segura; Jose M. Juarez (HEDA@STAF, 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)

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)

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, 2023)

Spatial-Temporal Visualization Tool for Hospital Support for Infection Spread and Outbreaks. - Denisse Kim; Manuel Campos; Bernardo Cánovas-Segura; José M. Juárez (BIOSTEC (2), 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 (BIOSTEC (2), 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 (SEPLN (Projects and Demonstrations), 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, 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., 2024)

Infection Spread and Outbreaks Support with Spatial-Temporal Visualization Tool for Hospitals. - Denisse Kim; Bernardo Cánovas-Segura; Manuel Campos; Sergio Aleman Belando; Jose M. Juarez (J. Medical Syst., 2025)

A deep learning approach to predicting hospitalized patients' SEIRD states using multimodal spatiotemporal data. - Andrea Santomauro; Denisse Kim; Bernardo Cánovas-Segura; Giorgio Leonardi; Manuel Campos; Luigi Portinale; Jose M. Juarez (Int. J. Medical Informatics, 2026)