Classification of chest radiography from general radiography using deep learning approach

Classification of chest radiography from general radiography using deep learning approach

Classifying x-ray images into individual classes of body parts is needed, when they are mixed without proper labels. This paper proposes a hierarchical training of convolutional neural network (CNN)-based framework, for classifying chest posterior–anterior (PA) x-ray images from other 12 classes. Th...

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Bibliographic Details
Main Authors: Trongtum Tongdee, Worapan Kusakunniran, Thanongchai Siriapisith, Pairash Saiviroonporn, Thanandon Imaromkul, Pakorn Yodprom
Format: Article
Language:English
Published: Elsevier 2023-06-01
Series:ICT Express
Subjects:
Chest PA
X-ray
Hierarchical filtering
Online Access:http://www.sciencedirect.com/science/article/pii/S2405959522001047

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