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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Autori principali:	Adel Sulaiman, Vatsala Anand, Sheifali Gupta, Yousef Asiri, M. A. Elmagzoub, Mana Saleh Al Reshan, Asadullah Shaikh
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	MDPI AG 2023-05-01
Serie:	Diagnostics
Soggetti:	chest X-ray (CXR) k-fold validation cancer healthy segmentation convolutional neural network model
Accesso online:	https://www.mdpi.com/2075-4418/13/9/1651
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