Heart Failure Prediction

People with cardiovascular disease or who are at high cardiovascular risk (due to the presence of one or more risk factors such as hypertension, diabetes, hyperlipidemia or already established disease) need early detection and management measures. A machine learning prediction model can help here by predicting the likelihood of mortality of a patient. Hence immediate preventive measures can be taken to prevent any unforeseen circumstances. The machine learning model takes into consideration twelve features which predict mortality by heart failure.