Jose M. Juarez

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 34

Top Topics

Subgroup Discovery

Decision Support

Clinical Guidelines

Top Venues

J. Biomed. Informatics

Artif. Intell. Medicine

Publications

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)
Lorena Pujante-Otalora, Manuel Campos, Jose M. Juarez, Maria-Esther Vidal
Comparison Between Graph Databases and RDF Engines for Modelling Epidemiological Investigation of Nosocomial Infections. 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)
Antonio Lopez-Martinez-Carrasco, Hugo Manuel Proença, Jose M. Juarez, Matthijs van Leeuwen, Manuel Campos
Novel Approach for Phenotyping Based on Diverse Top-K Subgroup Lists. AIME (2023)
Denisse Kim, Manuel Campos, Bernardo Cánovas-Segura, Jose M. Juarez
Clinical Data Modeling Combining Agent-Based and Epidemiological Models. HEDA@STAF (2023)
Annette ten Teije, Mar Marcos, Jose M. Juarez
In Memoriam David Riaño, 1968-2022. Artif. Intell. Medicine 143 (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)
Antonio Lopez-Martinez-Carrasco, Hugo Manuel Proença, Jose M. Juarez, Matthijs van Leeuwen, Manuel Campos
Discovering Diverse Top-K Characteristic Lists. IDA (2023)
Denisse Kim, Jose M. Juarez, Manuel Campos, Bernardo Cánovas-Segura
Visualization for Infection Analysis and Decision Support in Hospitals. DCAI (2) (2022)
Enrique Valero-Leal, Manuel Campos, Jose M. Juarez
Simple Explanations to Summarise Subgroup Discovery Outcomes: A Case Study Concerning Patient Phenotyping. PKDD/ECML Workshops (1) (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)
Natalia Iglesias, Jose M. Juarez, Manuel Campos
Handling Time Constraints in Infection Clinical Pathways Using openEHR TP. MedInfo (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)
Natalia Iglesias, Jose M. Juarez, Manuel Campos
Comprehensive analysis of rule formalisms to represent clinical guidelines: Selection criteria and case study on antibiotic clinical guidelines. Artif. Intell. Medicine 103 (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)
Antonio López Martínez-Carrasco, Jose M. Juarez, Manuel Campos, Antonio Morales Nicolás, Francisco Palacios, Lucía López-Rodríguez
Interpretable Patient Subgrouping Using Trace-Based Clustering. AIME (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)
Jose M. Juarez, Susan Craw, J. Ricardo Lopez-Delgado, Manuel Campos
Maintenance of Case Bases: Current Algorithms after Fifty Years. IJCAI (2018)
Isidoro J. Casanova, Manuel Campos, Jose M. Juarez, Antonio Fernandez-Fernandez-Arroyo, Jose A. Lorente
Impact of time series discretization on intensive care burn unit survival classification. Prog. Artif. Intell. 7 (1) (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)
Eduardo Lupiani, Jose M. Juarez, José T. Palma, Roque Marín
Monitoring elderly people at home with temporal Case-Based Reasoning. Knowl. Based Syst. 134 (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)
Eduardo Lupiani, Stewart Massie, Susan Craw, Jose M. Juarez, José T. Palma
Case-base maintenance with multi-objective evolutionary algorithms. J. Intell. Inf. Syst. 46 (2) (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)
Francesca Zerbato, Barbara Oliboni, Carlo Combi, Manuel Campos, Jose M. Juarez
BPMN-Based Representation and Comparison of Clinical Pathways for Catheter-Related Bloodstream Infections. ICHI (2015)
Isidoro J. Casanova, Manuel Campos, Jose M. Juarez, Antonio Fernandez-Fernandez-Arroyo, Jose A. Lorente
Using Multivariate Sequential Patterns to Improve Survival Prediction in Intensive Care Burn Unit. AIME (2015)
Zhengxing Huang, Jose M. Juarez, Wei Dong, Lei Ji, Huilong Duan
Predictive Monitoring of Local Anomalies in Clinical Treatment Processes. AIME (2015)
Natalia Iglesias, Jose M. Juarez, Manuel Campos, Francisco Palacios
Computable Representation of Antimicrobial Recommendations Using Clinical Rules: A Clinical Information Systems Perspective. IWINAC (1) (2015)
Jose M. Juarez, Jose M. Ochotorena, Manuel Campos, Carlo Combi
Spatiotemporal data visualisation for homecare monitoring of elderly people. Artif. Intell. Medicine 65 (2) (2015)
Zhengxing Huang, Jose M. Juarez, Huilong Duan, Haomin Li
Reprint of "Length of stay prediction for clinical treatment process using temporal similarity". Expert Syst. Appl. 41 (2) (2014)
Jose M. Juarez, Guadalupe Garcia-Fernandez, Manuel Campos, Begona Martinez, Martirio Antequera, Carmen Antunez
Experiences on Computerised Neuropsychological Tests for Dementia Using a Mobile Touchable Interface. ICHI (2014)
Manuel Campos, Beatriz Garcia, Jose M. Juarez, Juan M. Guillamon, Francisco Palacios
What Do Doctors Need for Effective Adoption and Integration of Clinical Guidelines into Daily Practice? ICHI (2014)
Eduardo Lupiani, Jose M. Juarez, José T. Palma, Christian Severin Sauer, Thomas Roth-Berghofer
Using Case-Based Reasoning to Detect Risk Scenarios of Elderly People Living Alone at Home. ICCBR (2014)
Eduardo Lupiani, Jose M. Juarez, José T. Palma
Evaluating Case-Base Maintenance algorithms. Knowl. Based Syst. 67 (2014)
Eduardo Lupiani, Jose M. Juarez, José T. Palma
A Proposal of Temporal Case-Base Maintenance Algorithms. ICCBR (2014)
Jose M. Juarez, Jose M. Ochotorena, Manuel Campos, Carlo Combi
Multiple Temporal Axes for Visualising the Behaviour of Elders Living Alone. ICHI (2013)
Zhengxing Huang, Jose M. Juarez, Huilong Duan, Haomin Li
Length of stay prediction for clinical treatment process using temporal similarity. Expert Syst. Appl. 40 (16) (2013)