Pulmonary vessel classification method and device, storage medium and electronic equipment

A classification method and blood vessel technology, applied in the field of image processing, can solve problems such as low efficiency, difficulty in pulmonary blood vessel classification, poor classification accuracy of pulmonary blood vessel classification technology, etc., to achieve accurate and rapid determination, and to improve accuracy and efficiency.

Active Publication Date: 2021-05-28
INFERVISION MEDICAL TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, due to the intricate distribution of pulmonary vessels, it is difficult to classify pulmonary vessel

Method used

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  • Pulmonary vessel classification method and device, storage medium and electronic equipment
  • Pulmonary vessel classification method and device, storage medium and electronic equipment
  • Pulmonary vessel classification method and device, storage medium and electronic equipment

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Embodiment Construction

[0051] Hereinafter, exemplary embodiments according to the present disclosure will be described in detail with reference to the accompanying drawings. Apparently, the described embodiments are only some of the embodiments of the present disclosure, rather than all the embodiments of the present disclosure, and it should be understood that the present disclosure is not limited by the exemplary embodiments described here.

[0052] Application overview

[0053] The image of the lungs to be classified may be an image obtained by scanning the lungs of a human body or an animal through media such as X-ray beams, γ-rays, and ultrasound. For example, the lung image to be classified may be a computerized tomography (Computed Tomography, CT) image of the lung. The image of the lungs to be classified may include information of pulmonary vessels such as pulmonary arteries and pulmonary veins, information of bronchi, and background information.

[0054] The pulmonary blood vessels are ...

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Abstract

The invention discloses a pulmonary vessel classification method and device, a computer readable storage medium and electronic equipment, and relates to the technical field of image processing. The lung blood vessel classification method comprises the following steps: determining bronchial segmentation information corresponding to a lung image to be classified; and determining first lung vessel classification information corresponding to the to-be-classified lung image based on the bronchial segmentation information. The pulmonary artery blood vessel information in the to-be-classified lung image is determined through the bronchial segmentation information by using the concomitant relationship between the pulmonary artery blood vessel and the bronchial tube, and classification of the pulmonary artery blood vessel and the pulmonary vein blood vessel is realized, that is, the first pulmonary blood vessel classification information is determined. Since the pulmonary blood vessel classification refers to the distribution information of the bronchus having an accompanying relationship with the pulmonary artery blood vessel, the pulmonary artery blood vessel can be determined more accurately and quickly, and the accuracy and efficiency of pulmonary blood vessel classification are improved.

Description

technical field [0001] The present disclosure relates to the technical field of image processing, in particular to a pulmonary vessel classification method and device, a computer-readable storage medium, and electronic equipment. Background technique [0002] Classifying pulmonary vessels in lung images helps doctors analyze lung diseases and plan operations, thereby avoiding damage and bleeding to pulmonary vessels and reducing the risk of treatment for patients. For example, pulmonary embolism only occurs in pulmonary arteries, and the classification of pulmonary vessels into pulmonary arteries and pulmonary veins can more accurately determine the location of embolism and reduce the risk of treatment for patients. For another example, when a patient with a pulmonary nodule needs a pulmonary lobectomy, the surgical path can be planned according to the classification results of the pulmonary vessels, avoiding the pulmonary arteries, so as to prevent the pulmonary arteries fr...

Claims

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Application Information

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IPC IPC(8): G06K9/62G06T7/00G06T7/11G06T7/187G06T5/50G06T5/30G06N3/04G06N3/08
CPCG06T7/0012G06T7/11G06T7/187G06T5/50G06T5/30G06T2207/10081G06T2207/30101G06T2207/30104G06T2207/30064G06T2207/20224G06N3/08G06N3/045G06F18/2431
Inventor 万兰若张欢王瑜李新阳王少康陈宽
Owner INFERVISION MEDICAL TECH CO LTD
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