Migration learning lung lesion tissue detection system based on MaskScoring R-CNN network
Patent Information
- Authority / Receiving Office
- CN Β· China
- Current Assignee / Owner
- ZHEJIANG UNIV OF TECH
- Publication Date
- 2019-12-20
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Abstract
Description
technical field
[0001] The invention relates to a detection system for lung lesions.
[0002] technical background
[0003] For nearly half a century, the incidence and mortality of lung cancer have been rising continuously, doubling in 15 years. The incidence of lung cancer in industrially developed areas is high, and the more you smoke, the higher the incidence. There is an obvious dose relationship. Both mortality and mortality rank first in malignant tumors. In order to be able to detect early and give timely treatment in the early stage of lung lesions, accurate lesion detection methods are extremely critical.
[0004] Common lung diseases include lung abscess, emphysema, tuberculosis, pulmonary nodules, etc. In medicine, chest X-ray examination is one of the necessary basic examination items for lung diseases, which is helpful for the diagnosis of lung inflammation, atelectasis, emphysema, pneumothorax, pleural effusion and other diseases. Chest CT examination is hel...