RED-CNN: The Multi-Classification Network for Pulmonary Diseases

Deep learning is a convenient method for doctors to classify pulmonary diseases such as COVID-19, viral pneumonia, bacterial pneumonia, and tuberculosis. However, such a task requires a dataset including samples of all these diseases and a more effective network to capture the features of images acc...

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Veröffentlicht in:	Electronics (Basel) 2022-09, Vol.11 (18), p.2896
Hauptverfasser:	Yi, San-Li, Qin, Sheng-Lin, She, Fu-Rong, Wang, Tian-Wei
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Bacterial diseases Coronaviruses Datasets Diagnosis Diagnostic imaging Feature extraction Image classification Image processing Lung diseases Machine learning Medical imaging Methods Modules Neural networks Pneumonia Tuberculosis Viral diseases X-rays
Online-Zugang:	Volltext
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