Device and method for analysis management of cervical images, equipment and storage medium
An image and cervical technology, applied in image analysis, image data processing, image enhancement, etc., can solve the problems of misdiagnosis and missed diagnosis by AI analysis, non-standard production, single liquid-based cytology image analysis, etc., and achieve the effect of accurate acquisition.
Active Publication Date: 2021-08-13
SHENZHEN KEYA MEDICAL TECH CORP
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Problems solved by technology
However, existing deep learning-based cervical screening analysis systems only provide a single liquid-based cytology image analysis based on the TBS reporting system
[0005] Due to the various staining methods of cytology slides and non-standard slides, many uncertain factors are introduced into artificial intelligence (AI) liquid-based cytology image analysis. In addition, special cases such as adenocarcinoma, atrophy, and chemotherapy are prone to AI analysis. Misdiagnosis
These problems have brought great challenges to the popularization and application of the existing cervical intelligent screening analysis system
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[0018] In order to make those skilled in the art better understand the technical solutions of the present disclosure, the present disclosure will be described in detail below with reference to the accompanying drawings and specific embodiments. The embodiments of the present disclosure will be described in further detail below with reference to the accompanying drawings and specific embodiments, but are not intended to limit the present disclosure. The steps described herein, if there is no need for a contextual relationship with each other, the order in which they are described herein as an example should not be regarded as a limitation, and those skilled in the art should know that the order can be adjusted as long as It is enough not to destroy the logic between them and make the whole process impossible.
[0019] Furthermore, those of ordinary skill in the art will appreciate that the drawings provided herein are for illustrative purposes and are not necessarily drawn to s...
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The invention relates to a device and method for analysis management of cervical images, equipment and a storage medium. The device comprises at least one processor configured to: acquire a cervical liquid-based cell image and optionally a cervical cell immunohistochemical image and optionally a cervical histological image of a subject; perform automatic analysis based on each acquired image to obtain a first analysis result, a selectable second analysis result and a selectable third analysis result; and generate an analysis report based on the first analysis result, the optional second analysis result and the optional third analysis result. More accurate and more targeted automatic analysis can be carried out on each acquired image based on the cervical liquid-based cell image, the selectable cervical cell immunohistochemical image and the selectable cervical histological image, and then the analysis result is quickly and accurately acquired and the analysis report is generated, therefore, the quality and efficiency of analysis and management of the cervical images are improved, and the possibility of misdiagnosis/missed diagnosis is reduced.
Description
technical field [0001] The present disclosure relates to the technical field of cervical image analysis, and more particularly, to an apparatus and method, a device, and a computer-readable storage medium for analysis and management of cervical images. Background technique [0002] Cervical cancer is the most common gynecological malignancy, and its incidence has been decreasing in recent years. There are 528,000 new cases of cervical cancer and 266,000 deaths worldwide each year, of which 85% of cervical cancer deaths occurred in the census. low- and middle-income areas with low rates. In addition, cervical cancer is a preventable and curable disease, and the early cure rate can reach 90%. Therefore, early screening and diagnosis is the key to the prevention and treatment of cervical cancer. [0003] Cervical cancer screening and diagnosis methods based on pathomorphology include cervical cytology, immunohistochemistry and cervical histology. The traditional pathological...
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IPC IPC(8): G06T7/00G06K9/62G16H15/00G16H50/20G16H70/60G06N3/04
CPCG06T7/0012G16H15/00G16H50/20G16H70/60G06T2207/10061G06T2207/30096G06N3/045G06F18/253
Inventor 宋敏敏赵鹏飞龚业勇李育威曹坤琳宋麒
Owner SHENZHEN KEYA MEDICAL TECH CORP
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