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This project focuses on data preprocessing and epilepsy seizure prediction using the CHB-MIT EEG dataset. It includes steps like data cleansing, feature extraction, and handling imbalanced datasets, aimed at improving the accuracy of seizure prediction.
Healthcare Analysis Report using Tableau: * This report compares the diabetic and non-diabetic patients, with 34.90% being diabetic. * It summarizes the patient's blood pressure, including a count for elevated, high, low, and normal BP patients. * The report also presents the BMI distribution and BMI by Age group for the patients.
Heart disease is still a major worldwide health concern since it is one of the leading causes of mortality and morbidity in India. Early and precise diagnosis of heart disease can save lives and reduce medical costs. Conventional diagnostic methods, however, are often expensive and need specific equipment and expertise.