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. 2022 Jan 6;12:752119. doi: 10.3389/fneur.2021.752119

Figure 1.

Figure 1

Flow chart of diagnostic craniopharyngioma based on ML: the steps include pre-processing, ROI segmentation, feature extraction, feature selection, and ML modeling. “TL” is the abbreviation of transformation.