Computer vision pathology

  • How is AI used in pathology?

    Thus, AI technology can be used to support the overall reporting system, speed up reporting time and measure morpho-biological features more objectively.
    AI-aided reporting of certain features or lesions will also enable pathologists to focus on challenging cases and meet the increasing workload demands..

  • What is a computational pathology?

    A branch of pathology that involves computational analysis of a broad array of methods to analyze patient specimens for the study of disease..

  • What is pathology in computer science?

    In computer science, pathological has a slightly different sense with regard to the study of algorithms.
    Here, an input (or set of inputs) is said to be pathological if it causes atypical behavior from the algorithm, such as a violation of its average case complexity, or even its correctness..

  • What technology is used in pathology?

    Pathologists examine pathology slides under a microscope.
    To diagnose diseases with these glass slides, many traditional technologies, such as hematoxylin and eosin (H&E) staining and special staining, have been used.Nov 15, 2022.

  • A branch of pathology that involves computational analysis of a broad array of methods to analyze patient specimens for the study of disease.
  • Departments of pathology are becoming ever more reliant on computer systems.
    These systems are used to record, store, transmit, and print pathology reports; calculate results, sometimes using interfaces with the machines used for analysis; and produce statistical analyses of results.
  • Thus, AI technology can be used to support the overall reporting system, speed up reporting time and measure morpho-biological features more objectively.
    AI-aided reporting of certain features or lesions will also enable pathologists to focus on challenging cases and meet the increasing workload demands.
Aug 26, 2020Machine vision refers to the computational techniques that are used to convert digital pathology images into mineable data, using AI techniques 
Nov 26, 2021Different pathology image analysis problems require different computer vision approaches such
Duration: 4:27
Posted: Nov 26, 2021

What is machine vision in digital pathology?

Machine vision refers to the computational techniques that are used to convert digital pathology images into mineable data, using AI techniques such as:

  • ML
  • DL and pathomics.
    This approach is driving a fundamental paradigm shift in digital pathology in which digital renal biopsy samples are interpreted as quantitative datasets.
    • ,

    Why do we need a digital pathology curriculum?

    The development of novel powerful computational tools for image analysis and data integration in kidney diseases has exposed the need to revise the curriculum for medical professionals to prepare the next generation to fully operate within the new digital pathology ecosystem.


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