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Automated Classification of Lung Diseases in Computed Tomography Images Using a Wavelet Based Convolutional Neural Network

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Academic year: 2020

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Figure

Table 1. The basic information about our data set.
Figure 2. Original image and four decomposed images at level 1, obtained by redundant discrete wavelet transform using Daubechies db2 basis function
Figure 4. Flowchart of the proposed method for classification of lung diseases in CT images
Table 2. Classification results obtained using the three methods: CNN+SVM method, CNN transfer learning method, and the proposed method
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