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. 2023 Feb 3;10:1050255. doi: 10.3389/fmed.2023.1050255

Figure 1.

Figure 1

The modeling idea and flow chart of machine learning prediction model. Including the preparation work before modeling, the specific process of model training, and the applicability of the final model to the patient population.