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heathcare

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Liver Disease prediction using binary classification such as SVM, ANN, or Random Forest. Generate missing data using the MICE algorithm. Use SMOTE to oversample minority class to reduce biases towards majority class. ROC analysis and k-fold Cross-validation Hypothesis tests were done. Data Source: UCI Machine Learning Repository

  • Updated Nov 19, 2021
  • Python

A simple, browser-based patient registration prototype that demonstrates how patients can securely submit their basic details through a digital form. Built as a concept to explore digital health workflows. This is not a production-ready system and should not be used for handling real patient data.

  • Updated Aug 13, 2025
  • TypeScript

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