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Related Experiment Video

Updated: Feb 20, 2026

Facilitating the Analysis of Immunological Data with Visual Analytic Techniques
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APEX_SCOPE: A graphical user interface for visualization of multi-modal data in inter-disciplinary studies.

Lara J Kanbar, Wissam Shalish, Doina Precup

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |October 25, 2017
    PubMed
    Summary
    This summary is machine-generated.

    APEX_SCOPE visualizes multi-modal data for preterm infant extubation readiness studies. This tool integrates cardiorespiratory signals, metrics, and annotations to aid research and hypothesis generation.

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    Area of Science:

    • Neonatal medicine
    • Biomedical engineering
    • Data visualization

    Background:

    • Multi-disciplinary studies collect diverse data, including clinical parameters and cardiorespiratory signals.
    • Automated prediction of extubation readiness in extremely preterm infants (APEX study) involves complex data analysis.

    Purpose of the Study:

    • To develop a visualization tool, APEX_SCOPE, for integrated analysis of multi-modal data.
    • To facilitate exploratory data analysis and hypothesis generation in neonatal research.

    Main Methods:

    • Development of a MATLAB-based graphical application, APEX_SCOPE.
    • Integration of cardiorespiratory signals, computed metrics, automated and manual respiratory patterns, and clinical annotations.

    Main Results:

    • APEX_SCOPE enables visualization of combined cardiorespiratory signals and associated data.
    • The tool supports viewing automated cardiorespiratory metrics and respiratory patterns alongside manual classifications and annotations.

    Conclusions:

    • APEX_SCOPE provides a unified environment for visualizing complex, multi-modal data in neonatal studies.
    • This visualization tool enhances collaboration and aids in developing predictive features for infant extubation readiness.