Fig. 5: The workflow of model development. | npj Digital Medicine

Fig. 5: The workflow of model development.

From: An ensemble deep learning model for risk stratification of invasive lung adenocarcinoma using thin-slice CT

Fig. 5

Task 1 classifies benign and malignant lung nodules. Task 2 identifies pre-invasive and invasive malignant nodules. Task 3 further evaluates the risk stratification of invasive lung adenocarcinoma. It is remarkable that for each task, the input shapes of the three 3D CNN are different with each other. Their detailed input shapes of the three 3D CNN for each task are list in the Supplemental Table 2.

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