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Medical image data labeling method and device, electronic equipment and storage medium

A medical imaging and data technology, applied in the computer field, can solve problems such as inability to label medical image data, achieve the effect of guaranteeing automation and improving labeling efficiency

Pending Publication Date: 2022-04-26
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Even if AI technicians obtain medical image data, due to the professionalism of the medical industry, AI technicians often cannot accurately label medical image data as required

Method used

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  • Medical image data labeling method and device, electronic equipment and storage medium
  • Medical image data labeling method and device, electronic equipment and storage medium
  • Medical image data labeling method and device, electronic equipment and storage medium

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Embodiment Construction

[0016] Exemplary embodiments of the present application are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present application to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the application. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0017] It should be noted that the directed acyclic graph in the embodiment of the present application refers to a directed graph without loops. If there is a non-directed acyclic graph, and point A departs from point B to B and returns to A via C, forming a cycle. Change the direction of the edge from C to A to A to C, and it becomes a directed acyclic graph. The ...

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PUM

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Abstract

The invention discloses a medical image data labeling method and device, electronic equipment and a storage medium, and relates to the technical field of computers, in particular to the field of artificial intelligence AI medical treatment. According to the specific implementation scheme, the method comprises the steps of obtaining a pre-generated directed acyclic graph corresponding to a medical image data labeling process; nodes in the directed acyclic graph represent object information participating in labeling, and directed edges in the directed acyclic graph represent a dependency relationship between the nodes; and based on the directed acyclic graph, controlling the to-be-labeled medical image to flow in the labeling system so as to complete flow labeling of the to-be-labeled medical image. According to the method and the device, automatic circulation of the to-be-labeled medical image in the labeling system can be realized based on the pre-generated directed acyclic graph, so that efficient labeling of the medical image data is realized.

Description

technical field [0001] The present application relates to computer technology, in particular to the field of artificial intelligence AI medical treatment, and in particular to a medical image data labeling method, device, electronic equipment and storage medium. Background technique [0002] In related technologies, medical image data labeling platforms are often used as pure labeling tools, and due to high professional knowledge barriers, the labeling efficiency of medical image data is generally low. Even if AI technicians obtain medical imaging data, due to the professionalism of the medical industry itself, AI technicians are often unable to accurately label medical imaging data as required. Contents of the invention [0003] The present application provides a medical image data labeling method, device, electronic equipment and storage medium. [0004] According to the first aspect of the present application, a method for labeling medical image data is provided, inclu...

Claims

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Application Information

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IPC IPC(8): G16H30/40G16H80/00
CPCG16H30/40G16H80/00
Inventor 王海洋黄海峰谢宗宝陆晞彤韩国庆
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD