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Medical image recognition method and device based on tumor marker, equipment and medium

A tumor marker, medical image technology, applied in neural learning methods, image enhancement, image analysis and other directions, can solve the problem of low accuracy of medical image recognition, and achieve the solution of low accuracy, high recognition accuracy, and high recognition accuracy. The effect of dimensional diversity

Active Publication Date: 2022-05-17
XIANGYA HOSPITAL CENT SOUTH UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] The present invention provides a medical image recognition method, device, electronic equipment and computer-readable storage medium based on tumor markers, the main purpose of which is to solve the problem of low accuracy of medical image recognition

Method used

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  • Medical image recognition method and device based on tumor marker, equipment and medium
  • Medical image recognition method and device based on tumor marker, equipment and medium
  • Medical image recognition method and device based on tumor marker, equipment and medium

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Embodiment 3

[0154] Such as Figure 5 Shown is a schematic structural diagram of an electronic device for implementing a tumor marker-based medical image recognition method provided by an embodiment of the present invention.

[0155] The electronic device 1 may include a processor 10, a memory 11, a communication bus 12, and a communication interface 13, and may also include a computer program stored in the memory 11 and operable on the processor 10, such as based on tumor markers. Medical image recognition method program for objects.

[0156] Wherein, the memory 11 includes at least one type of readable storage medium, and the readable storage medium includes flash memory, mobile hard disk, multimedia card, card-type memory (for example: SD or DX memory, etc.), magnetic memory, magnetic disk, CD etc. The storage 11 may be an internal storage unit of the electronic device 1 in some embodiments, such as a mobile hard disk of the electronic device 1 . The memory 11 can also be an external...

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Abstract

The invention relates to the field of image recognition, and discloses a medical image recognition method and device based on tumor markers, equipment and a medium, and the method comprises the steps: cutting a first region of interest in a to-be-recognized medical image, and obtaining a global to-be-recognized image; cutting a second region of interest in the to-be-identified medical image to obtain a local to-be-identified image, the second region of interest being in the first region of interest; performing image recognition on the global to-be-recognized image by using a pre-constructed first recognition model to obtain a first recognition result; performing image recognition on the local to-be-recognized image by using a pre-constructed second recognition model to obtain a second recognition result; and performing comprehensive identification and judgment according to the first identification result, the second identification result and the tumor marker detection result to obtain a target identification result. According to the invention, the problem of low medical image recognition accuracy can be solved.

Description

technical field [0001] The present invention relates to the field of image recognition, in particular to a tumor marker-based medical image recognition method, device, equipment and medium. Background technique [0002] With the development of artificial intelligence, the use of image recognition models to identify images has become more and more widely used, not only in daily life, but also in medical technology. CT images of the lungs) to identify and assist doctors in the diagnosis of lung tumors. [0003] However, the current medical image recognition is only a single global recognition of the area that needs to be recognized in the medical image, ignoring other relevant information of the image and the subtle features of the local image, resulting in low accuracy of medical image recognition. Contents of the invention [0004] The present invention provides a tumor marker-based medical image recognition method, device, electronic equipment and computer-readable stora...

Claims

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Application Information

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IPC IPC(8): G06T7/00G06V10/25G06V10/764G06V10/82G06K9/62G06N3/04G06N3/08
CPCG06T7/0012G06N3/08G06T2207/10081G06T2207/10088G06T2207/20081G06T2207/20084G06T2207/30061G06T2207/30096G06N3/045G06F18/241
Inventor 黄河源
Owner XIANGYA HOSPITAL CENT SOUTH UNIV
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