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On Edge Computing for Remote Pathology Consultations and Computations.

Alessio Sacco, Flavio Esposito, Guido Marchetto

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    This study introduces LiveMicro, a novel telepathology system leveraging edge computing to enhance digital pathology. It enables real-time image analysis and collaborative remote diagnosis, improving accessibility and education in pathology.

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    Area of Science:

    • Medical Informatics
    • Computer Science
    • Pathology

    Background:

    • Current telepathology systems face limitations due to high costs and technological constraints.
    • On-site pathology operations are being increasingly replaced by digital solutions, necessitating improved remote capabilities.

    Purpose of the Study:

    • To overcome limitations in telepathology by integrating edge computing for reduced latency and enhanced local computation.
    • To present LiveMicro, a system designed for edge computing-driven digital pathology and collaborative remote diagnosis.

    Main Methods:

    • Integration of edge computing principles into the telepathology workflow.
    • Development of LiveMicro system for live microscope image capture and processing.
    • Implementation of collaborative virtual microscope sessions for remote pathologists.

    Main Results:

    • Demonstrated the feasibility of edge computing for real-time digital pathology computations.
    • Showcased the system's capability for collaborative remote diagnosis and medical education.
    • Developed practical diagnosis-aided algorithms to support the telepathology approach.

    Conclusions:

    • LiveMicro effectively addresses telepathology limitations by utilizing edge computing for enhanced performance and accessibility.
    • The system facilitates remote collaboration, continuous medical education, and improved diagnostic capabilities, especially for underserved areas.
    • The developed diagnosis-aided algorithms highlight the practical utility of the LiveMicro system in real-world pathology practice.