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. 2022 Jan 29;143:105233. doi: 10.1016/j.compbiomed.2022.105233

Fig. 1.

Fig. 1

Overall workflow summary of all the methods. The first step is the acquisition of the data, and the imaging format can be chest X-ray (CXR) or CT scan. The second step is preprocessing, such as image resizing and data augmentation. Then, the preprocessed data are trained using one of the three methods. The trained model is used for classification and evaluation.