Jose M. Juarez

56 papers A* 1B 8C 2Journal 24Unranked 20
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
Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discovery.
Artif. Intell. Medicine
Antonio Lopez-Martinez-Carrasco, Hugo Manuel Proença, Jose M. Juarez, Matthijs van Leeuwen, Manuel Campos
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
2025 — conf
Reinforcement Learning for Hospital Outbreak Simulations.
AIME (1)
Denisse Kim, Guillermo Vigueras Gonzalez, Jose M. Juarez
2025 J jnl
Spatiotemporal Epidemiological Similarity Based on Patient Trajectories.
IEEE Access
Lorena Pujante-Otalora, Manuel Campos, 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
Comparison Between Graph Databases and RDF Engines for Modelling Epidemiological Investigation of Nosocomial Infections.
BIOSTEC (2)
Lorena Pujante-Otalora, Manuel Campos, Jose M. Juarez, Maria-Esther Vidal
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
Subgroups: A Python library for Subgroup Discovery.
SoftwareX
Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Francisco Mora-Caselles
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 B ed.
Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Portorož, Slovenia, June 12-15, 2023, Proceedings
AIME
Jose M. Juarez, Mar Marcos, Gregor Stiglic, Allan Tucker
2023 — conf
Clinical Data Modeling Combining Agent-Based and Epidemiological Models.
HEDA@STAF
Denisse Kim, Manuel Campos, Bernardo Cánovas-Segura, Jose M. Juarez
2023 B conf
Discovering Diverse Top-K Characteristic Lists.
IDA
Antonio Lopez-Martinez-Carrasco, Hugo Manuel Proença, Jose M. Juarez, Matthijs van Leeuwen, Manuel Campos
2023 J jnl
In Memoriam David Riaño, 1968-2022.
Artif. Intell. Medicine
Annette ten Teije, Mar Marcos, 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 B conf
Novel Approach for Phenotyping Based on Diverse Top-K Subgroup Lists.
AIME
Antonio Lopez-Martinez-Carrasco, Hugo Manuel Proença, Jose M. Juarez, Matthijs van Leeuwen, 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
Simple Explanations to Summarise Subgroup Discovery Outcomes: A Case Study Concerning Patient Phenotyping.
PKDD/ECML Workshops (1)
Enrique Valero-Leal, Manuel Campos, Jose M. Juarez
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
Handling Time Constraints in Infection Clinical Pathways Using openEHR TP.
MedInfo
Natalia Iglesias, Jose M. Juarez, Manuel Campos
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
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 J jnl
Comprehensive analysis of rule formalisms to represent clinical guidelines: Selection criteria and case study on antibiotic clinical guidelines.
Artif. Intell. Medicine
Natalia Iglesias, Jose M. Juarez, Manuel Campos
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 — ed.
Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems - AIME 2019 International Workshops, KR4HC/ProHealth and TEAAM, Poznan, Poland, June 26-29, 2019, Revised Selected Papers
KR4HC/ProHealth/TEAAM@AIME
Mar Marcos, Jose M. Juarez, Richard Lenz, Grzegorz J. Nalepa, Slawomir Nowaczyk, Mor Peleg, Jerzy Stefanowski, Gregor Stiglic
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
2019 B conf
Interpretable Patient Subgrouping Using Trace-Based Clustering.
AIME
Antonio López Martínez-Carrasco, Jose M. Juarez, Manuel Campos, Antonio Morales Nicolás, Francisco Palacios, Lucía López-Rodríguez
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 J jnl
Impact of time series discretization on intensive care burn unit survival classification.
Prog. Artif. Intell.
Isidoro J. Casanova, Manuel Campos, Jose M. Juarez, Antonio Fernandez-Fernandez-Arroyo, Jose A. Lorente
2018 A* conf
Maintenance of Case Bases: Current Algorithms after Fifty Years.
IJCAI
Jose M. Juarez, Susan Craw, J. Ricardo Lopez-Delgado, Manuel Campos
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
2017 J jnl
Monitoring elderly people at home with temporal Case-Based Reasoning.
Knowl. Based Syst.
Eduardo Lupiani, Jose M. Juarez, José T. Palma, Roque Marín
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 J jnl
Case-base maintenance with multi-objective evolutionary algorithms.
J. Intell. Inf. Syst.
Eduardo Lupiani, Stewart Massie, Susan Craw, Jose M. Juarez, José T. Palma
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 — 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
2015 — conf
BPMN-Based Representation and Comparison of Clinical Pathways for Catheter-Related Bloodstream Infections.
ICHI
Francesca Zerbato, Barbara Oliboni, Carlo Combi, Manuel Campos, Jose M. Juarez
2015 — conf
Computable Representation of Antimicrobial Recommendations Using Clinical Rules: A Clinical Information Systems Perspective.
IWINAC (1)
Natalia Iglesias, Jose M. Juarez, Manuel Campos, Francisco Palacios
2015 B conf
Predictive Monitoring of Local Anomalies in Clinical Treatment Processes.
AIME
Zhengxing Huang, Jose M. Juarez, Wei Dong, Lei Ji, Huilong Duan
2015 J jnl
Spatiotemporal data visualisation for homecare monitoring of elderly people.
Artif. Intell. Medicine
Jose M. Juarez, Jose M. Ochotorena, Manuel Campos, Carlo Combi
2015 B conf
Using Multivariate Sequential Patterns to Improve Survival Prediction in Intensive Care Burn Unit.
AIME
Isidoro J. Casanova, Manuel Campos, Jose M. Juarez, Antonio Fernandez-Fernandez-Arroyo, Jose A. Lorente
2014 C conf
A Proposal of Temporal Case-Base Maintenance Algorithms.
ICCBR
Eduardo Lupiani, Jose M. Juarez, José T. Palma
2014 J jnl
Evaluating Case-Base Maintenance algorithms.
Knowl. Based Syst.
Eduardo Lupiani, Jose M. Juarez, José T. Palma
2014 — conf
Experiences on Computerised Neuropsychological Tests for Dementia Using a Mobile Touchable Interface.
ICHI
Jose M. Juarez, Guadalupe Garcia-Fernandez, Manuel Campos, Begona Martinez, Martirio Antequera, Carmen Antunez
2014 J jnl
Reprint of "Length of stay prediction for clinical treatment process using temporal similarity".
Expert Syst. Appl.
Zhengxing Huang, Jose M. Juarez, Huilong Duan, Haomin Li
2014 C conf
Using Case-Based Reasoning to Detect Risk Scenarios of Elderly People Living Alone at Home.
ICCBR
Eduardo Lupiani, Jose M. Juarez, José T. Palma, Christian Severin Sauer, Thomas Roth-Berghofer
2014 — conf
What Do Doctors Need for Effective Adoption and Integration of Clinical Guidelines into Daily Practice?
ICHI
Manuel Campos, Beatriz Garcia, Jose M. Juarez, Juan M. Guillamon, Francisco Palacios
2013 J jnl
Length of stay prediction for clinical treatment process using temporal similarity.
Expert Syst. Appl.
Zhengxing Huang, Jose M. Juarez, Huilong Duan, Haomin Li
2013 — conf
Multiple Temporal Axes for Visualising the Behaviour of Elders Living Alone.
ICHI
Jose M. Juarez, Jose M. Ochotorena, Manuel Campos, Carlo Combi