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clinical-research

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CardioSTAT is an advanced R-based framework for heart disease classification and prediction, integrating statistical and machine learning approaches. This hybrid model combines ordinal regression with XGBoost for accurate classification and severity prediction, while offering extensive ROC analysis, statistical testing, and visualization tools.

  • Updated Nov 4, 2024
  • R

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