A novel approach for the effective prediction of cardiovascular disease using applied artificial intelligence techniques.

In conclusion, the results of the study have shown remarkable potential of the proposed framework. By handling imbalance and missing values, a significantly accurate framework has been established that could effectively contribute to the prediction of cardiovascular disease at early stages.