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. 2021 Aug 21;11:79. doi: 10.1186/s13550-021-00809-3

Fig. 1.

Fig. 1

Workflow. Robust radiomic features (delineation, attenuation correction, 3D vs. 4D acquisition) were identified. Two prognostic models, using robust features only and using all available features, respectively, were constructed for 12- and 24-month event-free survival (EFS) and overall survival (OS) based on a standardized multi-centre imaging dataset. Model performance was validated using a separate internal validation cohort