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. 2021 Sep 8;21:931. doi: 10.1186/s12879-021-06614-6

Fig. 2.

Fig. 2

The workflow of our study, consisting of data collection, semi-automatic VOI segmentation and radiological features annotation, radiomic and quantifying features extraction, model building and evaluation