Publicacions en què col·labora amb Jose Manuel Juarez Herrero (33)

2024

  1. 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

  2. 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

  3. Spatiotemporal Data Modelling for Epidemiological Research in Hospitals

    IEEE Journal of Biomedical and Health Informatics, Vol. 28, Núm. 10, pp. 6280-6291

  4. Surprising and novel multivariate sequential patterns using odds ratio for temporal evolution in healthcare

    BMC Medical Informatics and Decision Making, Vol. 24, Núm. 1

  5. Visualization of Spatial–Temporal Epidemiological Data: A Scoping Review

    Technologies, Vol. 12, Núm. 3

2023

  1. Approaches for Dealing with Seasonality in Clinical Prediction Models for Infections

    Applied Sciences (Switzerland), Vol. 13, Núm. 14

  2. Clinical Data Modeling Combining Agent-Based and Epidemiological Models

    CEUR Workshop Proceedings

  3. Meaningful time-related aspects of alerts in Clinical Decision Support Systems. A unified framework

    Journal of Biomedical Informatics, Vol. 143

  4. Spatial-temporal simulation for hospital infection spread and outbreaks of Clostridioides difficile

    Scientific Reports, Vol. 13, Núm. 1

  5. The use of networks in spatial and temporal computational models for outbreak spread in epidemiology: A systematic review

    Journal of Biomedical Informatics, Vol. 143

  6. VLSD—An Efficient Subgroup Discovery Algorithm Based on Equivalence Classes and Optimistic Estimate

    Algorithms, Vol. 16, Núm. 6

  7. Visualization for Infection Analysis and Decision Support in Hospitals

    Lecture Notes in Networks and Systems

2021

  1. A Helping Hand to CDSS Rule Technologies in Fighting Antibiotic Resistance for Hospital Settings

    XIX Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 20/21)

  2. A methodology based on Trace-based clustering for patient phenotyping

    Knowledge-Based Systems, Vol. 232

  3. Multi-resistant bacterial infection surveillance using a graph database with spatio-temporal information

    HEALTHINF 2021 - 14th International Conference on Health Informatics; Part of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021

  4. Phenotypes for Resistant Bacteria Infections Using an Efficient Subgroup Discovery Algorithm

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Seasonality in Infection Predictions Using Interpretable Models for High Dimensional Imbalanced Datasets

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  6. WASPSS: A Clinical Decision Support System for Antimicrobial Stewardship

    Recent Advances in Digital System Diagnosis and Management of Healthcare

2020

  1. A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy

    Artificial Intelligence in Medicine, Vol. 102

  2. Graph Databases for Contact Analysis in Infections Using Spatial Temporal Models

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)