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Pulmonary tuberculosis judgment method and device, computer equipment and storage medium

A determination method, tuberculosis technology, applied in computer components, computer-aided medical procedures, calculations, etc., to achieve faster speed, higher classification accuracy, and improved accuracy

Active Publication Date: 2020-01-31
PING AN TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In view of this, the embodiment of the present invention provides a tuberculosis determination method, device, computer equipment and storage medium to solve the problem that it is currently impossible to achieve rapid determination of tuberculosis under the premise of ensuring a high accuracy rate

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  • Pulmonary tuberculosis judgment method and device, computer equipment and storage medium
  • Pulmonary tuberculosis judgment method and device, computer equipment and storage medium

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Embodiment Construction

[0040] In order to better understand the technical solutions of the present invention, the embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings.

[0041] It should be clear that the described embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0042]Terms used in the embodiments of the present invention are only for the purpose of describing specific embodiments, and are not intended to limit the present invention. As used in the embodiments of the present invention and the appended claims, the singular forms "a", "said" and "the" are also intended to include the plural forms unless the context clearly indicates otherwise.

[0043] It should be understood that the term...

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Abstract

The invention discloses a pulmonary tuberculosis judgment method and device, computer equipment and a storage medium, and relates to the technical field of artificial intelligence. The pulmonary tuberculosis judgment method comprises the following steps: acquiring a to-be-classified chest X-ray film image; converting the chest X-ray film image to be classified into a target image to be classifiedaccording to a preset image processing step, the resolution and dimension of the target image to be classified being the same as those of a target image sample for training a pulmonary tuberculosis classification model; and inputting the to-be-classified target image into the pulmonary tuberculosis classification model to obtain a prediction probability, the prediction probability being a probability of predicting pulmonary tuberculosis to be positive, and when the prediction probability is greater than a preset threshold, determining that pulmonary tuberculosis exists in the to-be-classifiedchest X-ray film image corresponding to the to-be-classified target image. By adopting the pulmonary tuberculosis judgment method, the pulmonary tuberculosis can be quickly judged on the premise of ensuring relatively high accuracy.

Description

【Technical field】 [0001] The present invention relates to the technical field of artificial intelligence, in particular to a tuberculosis judging method, device, computer equipment and storage medium. 【Background technique】 [0002] Tuberculosis is a disease that affects many populations and requires an accurate diagnosis before it can be treated. At present, there are usually X-ray machines in hospitals, but some relevant staff lack radiology expertise to accurately evaluate images, resulting in poor diagnostic results; some relevant staff can manually check X-rays, but the task is time-consuming and costly to screen larger. At present, it is impossible to achieve a rapid determination of pulmonary tuberculosis under the premise of ensuring a high accuracy rate. 【Content of invention】 [0003] In view of this, the embodiments of the present invention provide a tuberculosis determination method, device, computer equipment and storage medium to solve the current problem t...

Claims

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Application Information

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IPC IPC(8): G06K9/62G06N3/04G06N3/08G16H50/20
CPCG06N3/08G16H50/20G06N3/045G06F18/24G06F18/214Y02A90/10
Inventor 任嘉祥王健宗
Owner PING AN TECH (SHENZHEN) CO LTD
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