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OCT image recommendation method and device based on artificial intelligence, equipment and medium

A technology of artificial intelligence and recommendation method, applied in the field of artificial intelligence, to achieve the effect of improving the efficiency of image reading and diagnosis

Pending Publication Date: 2022-07-22
深圳平安智慧医健科技有限公司
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  • Application Information

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Problems solved by technology

[0004] In view of the above, it is necessary to propose an artificial intelligence-based OCT image recommendation method, device, electronic equipment and storage medium to solve the technical problem of how to improve the doctor's diagnostic efficiency

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  • OCT image recommendation method and device based on artificial intelligence, equipment and medium
  • OCT image recommendation method and device based on artificial intelligence, equipment and medium
  • OCT image recommendation method and device based on artificial intelligence, equipment and medium

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Embodiment Construction

[0046] In order to more clearly understand the purpose, features and advantages of the present application, the present application will be described in detail below with reference to the accompanying drawings and specific embodiments. It should be noted that the embodiments of the present application and the features of the embodiments may be combined with each other unless there is conflict. Many specific details are set forth in the following description to facilitate a full understanding of the present application, and the described embodiments are only a part of the embodiments of the present application, but not all of the embodiments.

[0047] In addition, the terms "first" and "second" are only used for descriptive purposes, and should not be construed as indicating or implying relative importance or implying the number of indicated technical features. Thus, features defined as "first", "second" may expressly or implicitly include one or more of said features. In the ...

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Abstract

The invention provides an OCT image recommendation method and device based on artificial intelligence, electronic equipment and a storage medium, and the method comprises the steps: obtaining fundus OCT images, and carrying out the preprocessing of all the obtained fundus OCT images, and obtaining an OCT to-be-detected image set; inputting images in the OCT to-be-detected image set into a network detection model for focus detection to obtain a focus image set; constructing a lesion vector, and screening the lesion image set based on the lesion vector to obtain an effective lesion image set; calculating a focus characteristic index of each image in the effective focus image set; and evaluating images in the effective lesion image set based on the lesion feature indexes to obtain an OCT recommended image. According to the method, the focus characteristic indexes of the OCT images are calculated, and the vectors are constructed according to the focus characteristic indexes for operation to quickly recommend similar OCT images, so that the reading and diagnosis efficiency of ophthalmologists is improved.

Description

technical field [0001] The present application relates to the technical field of artificial intelligence, and in particular, to an OCT image recommendation method, device, electronic device and storage medium based on artificial intelligence. Background technique [0002] Optical coherence tomography (OCT) is an imaging technique used for the imaging examination of fundus diseases with the characteristics of high resolution, non-contact and non-invasiveness. Due to the unique optical properties of the eyeball structure, OCT imaging technology has been widely used in the field of ophthalmology, especially in the examination of fundus diseases. [0003] Doctors often need to find past cases with similar lesion characteristics to the current patient for comparative research. However, the amount of data from past cases is huge, especially when multiple lesions appear in the same picture, it is difficult for doctors to quickly find suitable past cases for reference. , thereby re...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06V10/46G06V10/56G06V10/74G06V10/82G06K9/62G06N3/04G06N3/08
CPCG06T7/0012G06N3/08G06T2207/10101G06T2207/30041G06T2207/30168G06N3/048G06F18/22
Inventor 黎健茵
Owner 深圳平安智慧医健科技有限公司
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