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Auxiliary diagnosis system for abnormal skin symptoms

A skin abnormality and auxiliary diagnosis technology, applied in the direction of diagnosis, diagnosis record/measurement, medical science, etc., can solve the problems of absolute diagnosis method, low accuracy rate, easy to cause misdiagnosis, etc., achieve shortened calculation amount, high accuracy rate, reduce Calculate the effect of time

Pending Publication Date: 2020-05-08
BEIJING RUNUP INFORMATION TECH
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AI Technical Summary

Problems solved by technology

[0003] In view of this, the present invention proposes an auxiliary diagnosis system for abnormal skin symptoms to solve the problems of absolute diagnosis methods, low accuracy and easy misdiagnosis in traditional skin disease diagnosis systems

Method used

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  • Auxiliary diagnosis system for abnormal skin symptoms
  • Auxiliary diagnosis system for abnormal skin symptoms
  • Auxiliary diagnosis system for abnormal skin symptoms

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Embodiment Construction

[0034] The following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of them. Based on the implementation manners in the present invention, all other implementation manners obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of the present invention.

[0035] Such as figure 1 Shown, abnormal skin symptom auxiliary diagnosis system of the present invention comprises:

[0036] An image acquisition unit 10, configured to acquire characteristic images of abnormal skin symptoms;

[0037] An image marking unit 20, configured to mark and describe the characteristic image of abnormal skin symptoms;

[0038] The image enhancement unit 30 is used to use the skin mirror image of the abnormal skin symptom ...

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Abstract

The present invention provides an auxiliary diagnosis system for abnormal skin symptoms. The auxiliary diagnosis system for the abnormal skin symptoms comprises an image acquisition unit, an image marking unit, an image enhancement unit, an image segmentation unit, a feature extraction unit and an image classification unit. Based on the same data set, clinical symptom feature pictures and corresponding description and labels thereof are used to build a model on different diseases, according to different performance indicators, existing abnormal skin symptoms and classification methods are compared, finally, an optimal machine learning method is obtained for diagnosis of the abnormal skin symptoms, and besides, classification output probability of target images is obtained. Thus, multi-directional and multi-dimensional comparisons are performed to intelligently derive the specific skin diseases, and the auxiliary diagnosis system is high in accuracy, maximally reduces risks of missed diagnosis and misdiagnosis, reasonably allocates medical resources, and also reduces unnecessary medical procedures.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to an auxiliary diagnosis system for abnormal skin symptoms. Background technique [0002] Skin disease is a relatively broad concept, that is, as long as some pathological processes that occur on the skin are collectively referred to as skin diseases. There are many types of skin diseases, as many as thousands, and the most common skin diseases may also have hundreds of kinds. The clinical symptoms and characteristics of different skin diseases will vary greatly. Due to the wide variety of skin diseases and the serious imbalance in the number of doctors and patients, an auxiliary diagnosis system is often needed for auxiliary diagnosis in order to achieve rapid diagnosis and improve diagnosis efficiency. The skin disease diagnosis system usually shows that the patient ticks the disease symptoms presented by the system. If the patient ticks The selected disease symp...

Claims

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Application Information

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IPC IPC(8): A61B5/00
CPCA61B5/445A61B5/0077A61B5/0033
Inventor 杜登斌
Owner BEIJING RUNUP INFORMATION TECH
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