BiomarkersHumans15,528 participantsCross-sectional study

Machine-learning-based prediction model of type 2 diabetes using liver enzymes: a cross-sectional study

Figure 1. Flowchart of the machine learning model development and validation.
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Figure 1. Flowchart of the machine learning model development and validation.Flowchart of the machine learning model development and validation.Bi et al.

Frontiers in Endocrinology

The paper

Bi Y, Yuan X, Wang Y et al.

Frontiers in Endocrinology · 3 Sep 2026

doi.org/10.3389/fendo.2026.1905144PubMed 42755850