Diagnosis of Pediatric Pneumonia with Ensemble of Deep Convolutional Neural Networks in Chest X-Ray Images

Pneumonia is a fatal disease that appears in the lungs and is caused by viral or bacterial infection. Diagnosis of pneumonia in chest X-ray images can be difficult and error-prone because of its similarity with other infections in the lungs. The aim of this study is to develop a computer-aided pneum...

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Vydáno v:	Arabian journal for science and engineering Ročník 47; číslo 2; s. 2123 - 2139
Hlavní autoři:	Ayan, Enes, Karabulut, Bergen, Ünver, Halil Murat
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Berlin/Heidelberg Springer Berlin Heidelberg 01.02.2022 Springer Nature B.V
Témata:	Artificial neural networks Chest Computer Engineering and Computer Science Datasets Diagnosis Engineering Humanities and Social Sciences Image classification Lungs Medical imaging multidisciplinary Neural networks Pneumonia Research Article-Computer Engineering and Computer Science Science Deep learning Pneumonia Convolutional neural networks Transfer learning Medical image analysis
ISSN:	2193-567X, 1319-8025, 2191-4281
On-line přístup:	Získat plný text
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