Harshini Suresha

Comparative ML Frameworks for Cardiovascular, Metabolic, Oncological & Neurodevelopmental Disease Prediction

ML for Healthcare & Predictive Analytics

Year2026
LocationIndependent project
TagsScikit-learn, XGBoost, LightGBM, GridSearchCV
LinksWebsiteAppGitHubColab
harshini-suresha.github.io/ml-healthcare-appOpen harshini-suresha.github.io/ml-healthcare-app ↗
Screenshot of the Comparative ML Frameworks for Cardiovascular, Metabolic, Oncological & Neurodevelopmental Disease Prediction website

Supervised ML for heart disease, diabetes, breast cancer and autism: neural networks, KNN and gradient boosting with systematic preprocessing and tuning (diabetes accuracy raised from 70.1% to 75.2%).

Jan 2026 – Mar 2026 at Independent project.

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