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Pulmonary tuberculosis recognition model acquisition method and device, storage medium and processor

A technology for identifying models and obtaining methods, which is applied in the field of data processing and can solve problems such as low reliability

Pending Publication Date: 2020-06-05
HEBEI CHEST HOSPITAL +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] Embodiments of the present invention provide a method and device for acquiring a pulmonary tuberculosis identification model, a storage medium, and a processor, so as to at least solve the technical problem of low reliability of methods for identifying pulmonary tuberculosis in the related art

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  • Pulmonary tuberculosis recognition model acquisition method and device, storage medium and processor

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Embodiment 1

[0027]According to an embodiment of the present invention, a method embodiment of a method for obtaining a pulmonary tuberculosis identification model is provided. It should be noted that the steps shown in the flow chart of the accompanying drawings can be executed in a computer system such as a set of computer-executable instructions , and, although a logical order is shown in the flowcharts, in some cases the steps shown or described may be performed in an order different from that shown or described herein.

[0028] figure 1 is a flowchart of a method for obtaining a pulmonary tuberculosis recognition model according to an embodiment of the present invention, such as figure 1 As shown, the acquisition method of the pulmonary tuberculosis recognition model includes the following steps:

[0029] Step S102, collecting a predetermined number of medical image images, wherein each image in the predetermined number of medical image images includes: a pulmonary tuberculosis lesio...

Embodiment 2

[0057]According to another aspect of the embodiments of the present invention, a device for acquiring a tuberculosis identification model is also provided, figure 2 is a schematic diagram of an acquisition device of a pulmonary tuberculosis recognition model according to an embodiment of the present invention, such as figure 2 As shown, the acquisition device of the pulmonary tuberculosis identification model includes: an acquisition unit 21 , a first preprocessing unit 23 and a training unit 25 . The acquisition device of the pulmonary tuberculosis identification model will be described in detail below.

[0058] The acquisition unit 21 is configured to acquire a predetermined number of medical image images, wherein each image in the predetermined number of medical image images includes: a pulmonary tuberculosis lesion identification area.

[0059] The first preprocessing unit 23 is configured to preprocess a predetermined number of medical image images to obtain preprocess...

Embodiment 3

[0069] According to another aspect of the embodiments of the present invention, a storage medium is also provided, and the storage medium includes a stored program, wherein the program executes any method for acquiring a pulmonary tuberculosis identification model.

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Abstract

The invention discloses a pulmonary tuberculosis recognition model acquisition method and device, a storage medium and a processor. The method comprises the steps: collecting a preset number of medical image images, wherein each image in the preset number of medical image images comprises a pulmonary tuberculosis focus identification area; preprocessing the preset number of medical image images toobtain preprocessed medical image images, and taking one part of the preprocessed medical image data as a training image; and inputting the training image into a predetermined network model, and training the predetermined network model by using the preprocessed medical image to obtain a pulmonary tuberculosis recognition model. According to the invention, the technical problem of low reliabilityof a pulmonary tuberculosis identification mode in the prior art is solved.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a method and device for acquiring a pulmonary tuberculosis recognition model, a storage medium, and a processor. Background technique [0002] At present, X-ray chest X-ray is the main means of tuberculosis screening. Doctors can diagnose tuberculosis through X-rays. The efficiency and accuracy of diagnosis depend on the doctor's experience level. However, it is difficult to guarantee the efficiency and accuracy of diagnosis due to the diagnosis based on the level of experience. [0003] In addition, pulmonary tuberculosis has various X-ray manifestations. According to clinical research, multiple symptoms often appear together. This poses a great challenge to doctors. [0004] Aiming at the problem of low reliability of the method for identifying pulmonary tuberculosis in the above-mentioned related technologies, no effective solution has been proposed so far. ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T5/00G06T5/30
CPCG06T7/0012G06T5/30G06T2207/10081G06T2207/20081G06T2207/20084G06T2207/30061G06T5/70
Inventor 吴树才曹捷王新举章志华杨永辉纪俊雨
Owner HEBEI CHEST HOSPITAL
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