Image report pushing method and device based on RPA and AI and computing device

An imaging and reporting technology, applied in computing, medical reports, computer components, etc., can solve problems such as low efficiency

Pending Publication Date: 2022-01-28
BEIJING LAIYE NETWORK TECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The present invention provides an image report push method, device and computing device based on RPA and AI to solve the problem of low efficiency caused by manual pulmonary nodule detection

Method used

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  • Image report pushing method and device based on RPA and AI and computing device
  • Image report pushing method and device based on RPA and AI and computing device
  • Image report pushing method and device based on RPA and AI and computing device

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0088] figure 2 It is a flow chart of an image report push method based on RPA and AI provided in Embodiment 1 of the present invention. The execution subject of the method is an image analysis platform integrated with a robot process automation RPA robot. Such as figure 2 As shown, the method may include:

[0089] S1. Receive the medical imaging image of the lung to be detected sent by the RPA robot.

[0090] When a doctor performs lung cancer detection, the RPA robot extracts the medical imaging images of the lungs to be detected from the hospital platform, and then sends the extracted medical imaging images of the lungs to be detected to the image analysis platform, and the image analysis platform receives the waiting data sent by the RPA robot. Detect lungs in medical imaging images.

[0091] S2. Use the preset lung segmentation model to segment the medical image image of the lung to be detected to obtain the target medical image image containing only the lung area, a...

Embodiment 2

[0129] image 3 It is a block diagram showing an image report push device based on RPA and AI. Such as image 3 As shown, an image report push device based on RPA and AI provided in the embodiment of this specification is applied to an image analysis platform integrated with a robotic process automation RPA robot. The device may include:

[0130] The receiving module 310 is configured to receive the medical imaging image of the lung to be detected sent by the RPA robot;

[0131] The segmentation module 320 is configured to segment the medical image of the lung to be detected by using a preset lung segmentation model to obtain a target medical image that only includes the lung region, and to segment the target medical image by using a preset lung nodule detection model. The medical imaging image is detected to obtain the attribute information of each suspected pulmonary nodule in the target medical imaging image, and the area where each suspected pulmonary nodule is located i...

Embodiment 3

[0150] see Figure 4 , Figure 4 It is a schematic structural diagram of a computing device provided in Embodiment 3 of the present invention. Such as Figure 4 As shown, the computing device may include:

[0151] A memory 401 storing executable program codes;

[0152] a processor 402 coupled to the memory 401;

[0153] Wherein, the processor 402 invokes the executable program code stored in the memory 401 to execute the method for pushing an image report based on RPA and AI provided by any embodiment of the present invention.

[0154] The embodiment of the present invention discloses a computer-readable storage medium, which stores a computer program, wherein the computer program enables the computer to execute the method for pushing an image report based on RPA and AI provided in any embodiment of the present invention.

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Abstract

The invention discloses an image report pushing method and device based on RPA and AI and a computing device, and the method comprises the steps: carrying out the segmentation of a to-be-detected lung medical image sent by an RPA robot through a preset lung segmentation model to obtain a target medical image only containing a lung region, detecting the target medical image by using a preset pulmonary nodule detection model to obtain attribute information of each suspected pulmonary nodule, and segmenting an area where each suspected pulmonary nodule is located by using a preset pulmonary nodule segmentation model to obtain three-dimensional contour information of each suspected pulmonary nodule; and generating a suspected lung nodule image report according to the attribute information and the three-dimensional contour information of each suspected lung nodule, and sending the suspected lung nodule image report to a hospital platform through the RPA robot. The lung nodules are detected through the AI image analysis technology to obtain the suspected lung nodule image report, and the suspected lung nodule image report is sent to the hospital platform through the RPA robot, so that the time for a doctor to distinguish the lung nodules is shortened, and the efficiency is improved.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular, to an image report push method, device and computing device based on RPA and AI. Background technique [0002] RPA (Robotic Process Automation, robotic process automation) software robot can automate the office like a real person by simulating the operation of the mouse and keyboard on the computer, and it is uninterrupted 24 hours a day, according to the rules to automate the execution process or a series of tasks , freeing users from repetitive and tedious work. [0003] AI (Artificial Intelligence) is a technical science that studies and develops theories, methods, technologies and application systems for simulating, extending and expanding human intelligence. [0004] At present, when doctors perform lung cancer detection, they need to observe medical imaging images of the lungs containing lung nodules to distinguish lung nodules. When doctors identify...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H15/00G16H30/00G06V10/26G06T11/00G06N3/04
CPCG16H15/00G16H30/00G06T11/008G06T2211/421G06N3/045
Inventor 杨明汪冠春胡一川褚瑞李玮
Owner BEIJING LAIYE NETWORK TECH CO LTD
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