Automated classification of chest X-rays: a deep learning approach with attention mechanisms

Abstract Background Pulmonary diseases such as COVID-19 and pneumonia, are life-threatening conditions, that require prompt and accurate diagnosis for effective treatment. Chest X-ray (CXR) has become the most common alternative method for detecting pulmonary diseases such as COVID-19, pneumonia, an...

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Hlavní autoři:	Burcu Oltu, Selda Güney, Seniha Esen Yuksel, Berna Dengiz
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	BMC 2025-03-01
Edice:	BMC Medical Imaging
Témata:	Deep learning Convolutional neural network (CNN) Vision transformer (ViT) Chest X-Ray (CXR)
On-line přístup:	https://doi.org/10.1186/s12880-025-01604-5
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