Figure 1 | Scientific Reports

Figure 1

From: A study on the differential of solid lung adenocarcinoma and tuberculous granuloma nodules in CT images by Radiomics machine learning

Figure 1

Research path map. Blue path, routine clinical CT diagnosis process. The features were found from CT images, and the differential diagnosis models were established to evaluate CT features and clinical CT diagnosis. Green path, machine learning process. The texture features are extracted from CT images by IBEX software. The extracted texture features are reduced by LASSO regression. The best classifier is selected by learning curves of machine learning, and the machine learning classification model is established and tested.

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