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Online intelligent diagnosis platform based on big data and operation method and storage medium thereof

A technology of intelligent diagnosis and operation method, applied in the medical field, can solve the problems of low operation efficiency and large amount of calculation.

Active Publication Date: 2019-08-09
SHENZHEN NEW IND MATERIAL OF OPHTHALMOLOGYCO
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Problems solved by technology

[0006] Therefore, it is necessary to develop an online diagnosis platform to perform intelligent diagnosis on patients based on fundus images, so as to reduce the pressure on ophthalmologists. low problem

Method used

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  • Online intelligent diagnosis platform based on big data and operation method and storage medium thereof
  • Online intelligent diagnosis platform based on big data and operation method and storage medium thereof
  • Online intelligent diagnosis platform based on big data and operation method and storage medium thereof

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Embodiment Construction

[0043]The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in 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 embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0044] It should be noted that all directional indications (such as up, down, left, right, front, back...) in the embodiments of the present invention are only used to explain the relationship between the components in a certain posture (as shown in the accompanying drawings). Relative positional relationship, movement conditions, etc., if the specific posture changes, the directional indication will also change accordingly.

[0045] In addition, the d...

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Abstract

The invention discloses an online intelligent diagnosis platform based on big data and an operation method and a storage medium thereof. The operation method comprises the steps that an eye ground image of a to-be-detected object is received; the eye ground image of the to-be-detected object is matched with standard eye ground images corresponding to all the stages of the disease; according to a matching result, the disease stage of the to-be-detected object is judged; a convolution kernel is selected in the disease stage of the to-be-detected object, and the selected convolution kernel is adopted for conducting convolutional neural network algorithm processing on the eye ground image of the to-be-detected object so as to extract pathology characteristic information; the pathology characteristic information is matched with data corresponding to the disease stage of the to-be-detected object in a database of a cloud platform so as to obtain intelligent diagnosis information. According to the technical scheme, the pressure of an ophthalmologist can be relieved, the diagnosis efficiency and accuracy can be improved, the calculation amount of the cloud platform is reduced, and the operation efficiency is improved.

Description

technical field [0001] The invention relates to the field of medical technology, in particular to an online intelligent diagnosis platform based on big data, an operating method and a storage medium thereof. Background technique [0002] Cardiovascular and cerebrovascular diseases are the main cause of death among Chinese residents. Statistics from the National Bureau of Statistics show that from 2010 to 2014, heart disease and cerebrovascular diseases have been the second and third causes of death due to diseases. The combined proportion of deaths from the two diseases in the total number of deaths has remained at 40%. [0003] Diabetes is a major global public health problem and a major chronic disease that threatens the health of Chinese residents. According to reports, the incidence of diabetes among Chinese adults (over 18 years old) is 11.6%, about 113.9 million people. DR (diabeticretinopathy, diabetic retinopathy) is an important complication of diabetes and an imp...

Claims

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Application Information

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IPC IPC(8): A61B3/12G16H10/60G16H30/00
CPCA61B3/12G16H30/00G16H10/60
Inventor 张彩霞
Owner SHENZHEN NEW IND MATERIAL OF OPHTHALMOLOGYCO
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