Machine learning models for predicting of PD-1 treatment efficacy in Pan-cancer patients based on routine hematologic and biochemical parameters.

For example, several blood biomarkers, including RBC, HGB, HCT, total bilirubin (TBIL), direct bilirubin (DBIL) and indirect bilirubin (IBIL), from both the PD and DC groups generally showed a decreasing trend.

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