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Machine learning-based models to predict type 2 diabetes combined with coronary heart disease and feature analysis-based on interpretable SHAP

Yunxin Ji, Hongyan Shang, Y. P. Jing, Wenhui Zang, Wenjun Cao

2025Acta Diabetologica13 citationsDOI

Topics & Concepts

Generalizability theoryMedicineInterpretabilityType 2 diabetesPopulationMachine learningCoronary heart diseaseRandom forestPredictive modellingArtificial intelligenceDiabetes mellitusInternal medicineComputer scienceStatisticsMathematicsEndocrinologyEnvironmental healthArtificial Intelligence in HealthcareMachine Learning in HealthcareImbalanced Data Classification Techniques
Machine learning-based models to predict type 2 diabetes combined with coronary heart disease and feature analysis-based on interpretable SHAP | Litcius