Eye picture and attribute information analysis method and system

A technology of attribute information and analysis method, which is applied in the field of medical image and medical information processing, can solve the problems that the diagnosis method cannot meet the convenience and low cost, and achieve the effect of making up for the uneven distribution of medical resources

Pending Publication Date: 2019-11-15
ZHONGSHAN OPHTHALMIC CENT SUN YAT SEN UNIV +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, the current diagnostic methods obviously cannot meet the above requirements of convenience and low cost.

Method used

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  • Eye picture and attribute information analysis method and system
  • Eye picture and attribute information analysis method and system
  • Eye picture and attribute information analysis method and system

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Experimental program
Comparison scheme
Effect test

Embodiment 1

[0038] Such as figure 1 As shown, the present embodiment provides a method for analyzing eye pictures and attribute information, including the following steps:

[0039] Obtain the eye pictures of the user suffering from keratitis and the attribute information of the user;

[0040] Discriminating the classification information of the eye picture according to the inflammatory infiltration and / or ulcer shape of the eye picture;

[0041] According to the attribute information and the classification information, the probability that the keratitis suffered by the user belongs to different categories is acquired.

[0042] First, preliminarily classify the eye pictures of the user suffering from keratitis to obtain the classification information, and then conduct a comprehensive analysis on the classification information combined with the user's attribute information to obtain the probability that the user's keratitis belongs to different categories. By comprehensively analyzing the...

Embodiment 2

[0084] Such as image 3 As shown, the present embodiment provides an analysis system for eye pictures and attribute information, including:

[0085] The data acquisition module 10 is used to acquire eye pictures of users suffering from keratitis and attribute information of the users;

[0086] The picture preprocessing module 20 is used for discriminating the classification information of the eye picture according to the inflammatory infiltration and / or ulcer shape of the eye picture;

[0087] The picture classification module 30 is configured to obtain probabilities that the keratitis suffered by the user belongs to different categories according to the attribute information and the classification information.

[0088] The picture preprocessing module 20 first performs preliminary classification on the eye pictures of the user suffering from keratitis to obtain classification information, and the picture classification module 30 then conducts a comprehensive analysis by comb...

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Abstract

The invention relates to a method and a system for analyzing an eye picture and attribute information. The method comprises the following steps: acquiring the eye picture of a user suffering from keratitis and the attribute information of the user; judging classification information of the eye picture according to the inflammatory infiltration and/or ulcer shape of the eye picture; and according to the attribute information and the classification information, obtaining the probability that the keratitis suffered by the user belongs to different categories. A professional ophthalmologist is notneeded. The probability of the keratitis type of the user can be obtained only by uploading the eye picture and the attribute information, reliable reference data are provided for the user or doctorsto make diagnosis and treatment decisions, the method can be popularized to primary hospitals, more primary crowds are popularized, the defect that existing medical resources are not evenly distributed is overcome, and burdens of professional ophthalmologists are relieved.

Description

technical field [0001] The present invention relates to the technical field of medical image and medical information processing, and more specifically, to an analysis method and system for eye pictures and attribute information. Background technique [0002] Keratitis is a common blinding eye disease worldwide, and corneal blindness ranks second in my country's blinding eye diseases. Early diagnosis and treatment of keratitis can avoid serious consequences such as corneal perforation and endophthalmitis. There are many types of keratitis and the clinical manifestations are complex, but typical clinical manifestations and signs appear in the early stage of keratitis. Many experienced doctors can make a correct diagnosis of patients based on these typical clinical manifestations of keratitis and asking relevant medical history data. Currently, commonly used clinical examination methods include slit lamp examination, corneal scraping microscope, fungal culture, tissue biopsy,...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06K9/62
CPCG06T7/0012G06T2207/10004G06T2207/20076G06T2207/20081G06T2207/20084G06T2207/30041G06F18/241
Inventor 林浩添吕健张凯曾思明徐帆陈琦
Owner ZHONGSHAN OPHTHALMIC CENT SUN YAT SEN UNIV
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