Publikationen, an denen er mitarbeitet Manuel Campos Martinez (74)

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. Subgroups: A Python library for Subgroup Discovery

    SoftwareX, Vol. 28

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

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

  6. 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. Discovering Diverse Top-K Characteristic Lists

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

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

    Journal of Biomedical Informatics, Vol. 143

  5. Novel Approach for Phenotyping Based on Diverse Top-K Subgroup Lists

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

  6. Simple Explanations to Summarise Subgroup Discovery Outcomes: A Case Study Concerning Patient Phenotyping

    Communications in Computer and Information Science

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

    Scientific Reports, Vol. 13, Núm. 1

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

    Journal of Biomedical Informatics, Vol. 143

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

    Algorithms, Vol. 16, Núm. 6

  10. Visualization for Infection Analysis and Decision Support in Hospitals

    Lecture Notes in Networks and Systems

2022

  1. Business Process Model and Notation and openEHR Task Planning for Clinical Pathway Standards in Infections: Critical Analysis

    Journal of Medical Internet Research, Vol. 24, Núm. 9

  2. Handling Time Constraints in Infection Clinical Pathways Using openEHR TP

    Studies in Health Technology and Informatics

  3. Using the Diagnostic Odds Ratio to Select Patterns to Build an Interpretable Pattern-Based Classifier in a Clinical Domain: Multivariate Sequential Pattern Mining Study

    JMIR Medical Informatics, Vol. 10, Núm. 8

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)