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Random Forest is a powerful tool in healthcare, helping predict heart attack fatalities. It analyzes diverse patient data, creating an ensemble of decision trees, each with unique insights. By combining these trees, it offers a more accurate risk assessment for heart attack death, potentially saving lives.