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Fetal ultrasound dynamic image detection method and system based on deep learning

A technology of dynamic imaging and deep learning, applied in the field of medical ultrasound images, can solve the problems of false detection of fetal health, low detection efficiency, and lack of experience, and achieve the effect of improving detection, reducing work intensity, and reducing the risk of false detection

Active Publication Date: 2022-04-26
GUANGZHOU AIYUNJI INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, the method of fetal examination is mainly to use the principle of ultrasound to collect echoes, display the tomographic image of the fetus on the screen, and obtain the dynamic image of the fetus, and then let the doctor analyze the dynamic image of the fetus according to his own medical experience, so as to judge the development of the fetus ( For example: whether there is a lesion), but due to the influence of various factors, such as: inexperience, overwork, it is likely to cause false detection of fetal health, and the detection efficiency is low

Method used

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  • Fetal ultrasound dynamic image detection method and system based on deep learning
  • Fetal ultrasound dynamic image detection method and system based on deep learning
  • Fetal ultrasound dynamic image detection method and system based on deep learning

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Embodiment 1

[0048] see figure 1 , figure 1 It is a schematic flowchart of a method for detecting fetal ultrasonic dynamic images based on deep learning disclosed in the embodiment of the present invention. in, figure 1 The shown deep learning-based fetal ultrasonic dynamic image detection method can be applied to the obstetric inspection system of the hospital. The system can include ultrasonic equipment, ultrasonic acquisition terminals, intelligent processing equipment and display terminals, wherein the intelligent processing equipment can include local computers. (local computer), cloud computer (cloud computer) and other devices that can play the same processing role. The display terminal can include desktop computers, notebook computers, tablet computers, handheld computers, smart phones (Android phones, iOS phones, etc.) and mobile Internet devices (Mobile Internet Devices, MID) and other devices that can play a display role, wherein the local computer may include any one of a des...

Embodiment 2

[0123] see figure 2 , figure 2 It is a schematic flowchart of another deep learning-based fetal ultrasonic dynamic image detection method disclosed in the embodiment of the present invention. in, figure 2 The shown fetal ultrasound dynamic image detection method based on deep learning can be applied to the obstetric inspection system of the hospital, and the system can include ultrasound equipment, ultrasound acquisition terminals, intelligent processing equipment and display terminals, wherein the intelligent processing equipment can be Including local computer (local computer), cloud computer (cloud computer) and other devices that can play the same processing role. The display terminal can include desktop computer, notebook computer, tablet computer, handheld computer, smart phone (Android phone, iOS phone, etc.) ) and mobile Internet devices (Mobile Internet Devices, MID) and other devices that can play a display role, wherein the local computer may include any one of...

Embodiment 3

[0157] see image 3 , image 3 It is a schematic structural diagram of a fetal ultrasound dynamic image detection system based on deep learning disclosed in the embodiment of the present invention. in, image 3 The described fetal ultrasonic dynamic image detection system based on deep learning can be a hospital's obstetric examination system, which can include ultrasonic equipment, ultrasonic acquisition terminals, intelligent processing equipment, and display terminals. The embodiments of the present invention only list ultrasonic acquisition terminals, ultrasonic acquisition terminals, Intelligent processing equipment and the detection system of the display terminal, but the operations performed by the ultrasonic equipment also belong to the protection scope of the present invention. Wherein, the intelligent processing device may include a local computer (local computer), a cloud computer (cloud computer) and other devices capable of performing equivalent processing funct...

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Abstract

The invention discloses a method and system for detecting fetal ultrasonic dynamic images based on deep learning. The method includes an ultrasonic acquisition terminal receiving ultrasonic real-time dynamic image data of a fetus transmitted by an ultrasonic device, and sending the ultrasonic real-time dynamic image data to an intelligent processing device. The intelligent processing device receives and detects the ultrasonic real-time dynamic image data based on the predetermined ultrasonic AI detection model, obtains the dynamic data detection result of the ultrasonic real-time dynamic image data and the parameter information of the dynamic data detection result, and sends the dynamic data to the display terminal Data detection results and parameter information, the display terminal receives and displays dynamic data detection results and parameter information. Implementing the present invention by applying deep learning to the examination of fetal ultrasonic dynamic images can not only improve the detection, screening efficiency and accuracy of the fetus, but also reduce the risk of doctors' misdiagnosis, reduce the work intensity of doctors, and improve the health of pregnant women and doctors. sense of experience.

Description

technical field [0001] The present invention relates to the technical field of medical ultrasound images, in particular to a method and system for detecting fetal ultrasound dynamic images based on deep learning. Background technique [0002] With the progress of society and the strengthening of people's awareness of obtaining healthy newborns, more and more pregnant women go to the hospital for regular check-ups according to the check-up plan to learn about the condition of the fetus. At present, the method of fetal examination is mainly to use the principle of ultrasound to collect echoes, display the tomographic image of the fetus on the screen, and obtain the dynamic image of the fetus, and then let the doctor analyze the dynamic image of the fetus according to his own medical experience, so as to judge the development of the fetus ( For example: whether there is a disease), but due to the influence of various factors, such as: inexperience, overwork, it is likely to cau...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): A61B8/08
CPCA61B8/0866A61B8/5215
Inventor 谢红宁汪南梁喆冼建波毛明春
Owner GUANGZHOU AIYUNJI INFORMATION TECH CO LTD
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