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. 2022 Sep 27;13:977189. doi: 10.3389/fphys.2022.977189

FIGURE 2.

FIGURE 2

Results of feature importance analysis from XGBoost: SMA is with the highest importance value, followed by diabetes mellitus, H2-SMA, radiation therapy, age, anticancer chemotherapy, W-SMA, muscle mass, H-SMA, hypertension, and BMI.