Detection and Classification of Bronchiectasis Based on Improved Mask-RCNN

Detection and Classification of Bronchiectasis Based on Improved Mask-RCNN

Bronchiectasis is defined as a permanent dilation of the bronchi that can cause pulmonary ventilation dysfunction. CT examination is an important means of diagnosing bronchiectasis. It can also be used in severity scoring. Current studies on bronchiectasis have focused on high-resolution CT (HRCT),...

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Bibliographic Details
Main Authors: Ning Yue, Jingwei Zhang, Jing Zhao, Qinyan Zhang, Xinshan Lin, Jijiang Yang
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Bioengineering
Subjects:
bronchiectasis
LDCT
automated scoring
object detection
Mask R-CNN
decision support system
Online Access:https://www.mdpi.com/2306-5354/9/8/359

Internet

https://www.mdpi.com/2306-5354/9/8/359

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