System and method for processing image of slide to automatically prioritize processed slide image for digital pathology

A priority value and slide-loading technology, applied in medical images, image data processing, neural learning methods, etc.

Pending Publication Date: 2022-04-22
PAIGE AI INC
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Meanwhile, patient diagnosis may involve initial diagnosis using digitized pathology slides

Method used

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  • System and method for processing image of slide to automatically prioritize processed slide image for digital pathology
  • System and method for processing image of slide to automatically prioritize processed slide image for digital pathology
  • System and method for processing image of slide to automatically prioritize processed slide image for digital pathology

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Embodiment Construction

[0025] Reference will now be made in detail to the exemplary embodiments of the present disclosure, examples of which are illustrated in the accompanying drawings. Wherever possible, the same reference numbers will be used throughout the drawings to refer to the same or like parts.

[0026] The systems, devices and methods disclosed herein are described in detail by way of example and with reference to the accompanying drawings. The examples discussed herein are examples only, and are provided to help explain the apparatus, devices, systems and methods described herein. No feature or component shown in the figures or discussed below should be considered mandatory for any particular implementation of any of these devices, systems or methods, unless specifically designated as such.

[0027] Furthermore, for any method described, whether or not the method is described in connection with a flowchart, it should be understood that any explicit or implicit ordering of steps performe...

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Abstract

Systems and methods for processing an electronic image corresponding to a sample and automatically prioritizing the processing of the electronic image are disclosed. A method includes receiving a target electronic image of a slide corresponding to a target sample, the target sample including a tissue sample of a patient; calculating a priority value of the target electronic image using a machine learning system, the machine learning system being generated by processing a plurality of training images, each training image including an image of the human tissue and a tag characterizing at least one of a slide morphology, a diagnostic value, a pathologist review result, and / or an analysis difficulty; and outputting a sequence of digitized pathology images in which the target electronic image is placed in the sequence based on the priority value of the target electronic image.

Description

[0001] related application [0002] This application claims priority to U.S. Provisional Application No. 62 / 855,199, filed May 31, 2019, the entire disclosure of which is incorporated herein by reference in its entirety. technical field [0003] Various embodiments of the present disclosure generally relate to image-based slide prioritization, improving the efficiency of digital pathology workflows, and related image processing methods. More specifically, certain embodiments of the present disclosure relate to systems and methods for providing an automated prioritization process for preparing, processing and reviewing images of slides of tissue samples. Background technique [0004] For pathology patient cases, there is no standardized or efficient way to prioritize review of tissue sample images. By extension, there is no standardized process for reviewing pathology slides. In some academic institutions, pathology interns may perform initial review of patient cases for si...

Claims

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Application Information

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IPC IPC(8): G16H30/40G16H40/20G06N3/02G06N3/08G06T7/00
CPCG16H30/40G16H40/20G06T7/0012G16H50/20G06T2207/10056G06T2207/20084G06T2207/30024G06N20/00G16B40/20G06V2201/03G06V2201/04G06V10/70G16H70/60G16H10/40G16H70/20G06T2207/20081G06T2207/30096G06T2207/30204G06F18/214
Inventor R·戈德里奇J·苏L·格拉迪T·富赫斯
Owner PAIGE AI INC
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