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. 2023 Oct 25;13:18263. doi: 10.1038/s41598-023-45477-6

Figure 1.

Figure 1

Study workflow. We conducted our study by (1) radiomic feature repeatability assessment by test–retest and image perturbation, (2) radiomic model development using high-repeatable features from the two assessments, and (3) internal generalizability and robustness analysis of the two models. Mp and Mtr are the models based on repeatable features assessed by image perturbation and test–retest respectively.