Deep Learning-Based Computer-Aided Pneumothorax Detection Using Chest X-ray Images

Deep Learning-Based Computer-Aided Pneumothorax Detection Using Chest X-ray Images

Pneumothorax is a thoracic disease leading to failure of the respiratory system, cardiac arrest, or in extreme cases, death. Chest X-ray (CXR) imaging is the primary diagnostic imaging technique for the diagnosis of pneumothorax. A computerized diagnosis system can detect pneumothorax in chest radio...

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Bibliographic Details
Main Authors: Priyanka Malhotra, Sheifali Gupta, Deepika Koundal, Atef Zaguia, Manjit Kaur, Heung-No Lee
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Sensors
Subjects:
deep learning
medical imaging
mask RCNN
image segmentation
pneumothorax
Online Access:https://www.mdpi.com/1424-8220/22/6/2278

Internet

https://www.mdpi.com/1424-8220/22/6/2278

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