A Convolutional Neural Network Architecture for Segmentation of Lung Diseases Using Chest X-ray Images

A Convolutional Neural Network Architecture for Segmentation of Lung Diseases Using Chest X-ray Images

The segmentation of lungs from medical images is a critical step in the diagnosis and treatment of lung diseases. Deep learning techniques have shown great promise in automating this task, eliminating the need for manual annotation by radiologists. In this research, a convolution neural network arch...

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Hlavní autoři: Adel Sulaiman, Vatsala Anand, Sheifali Gupta, Yousef Asiri, M. A. Elmagzoub, Mana Saleh Al Reshan, Asadullah Shaikh
Médium: Článek
Jazyk:English
Vydáno: MDPI AG 2023-05-01
Edice:Diagnostics
Témata:
chest X-ray (CXR)
k-fold validation
cancer
healthy
segmentation
convolutional neural network model
On-line přístup:https://www.mdpi.com/2075-4418/13/9/1651

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https://www.mdpi.com/2075-4418/13/9/1651

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