Privacy-preserving ML for healthcare. Doctoral student at CTU. Marine Corps veteran. Building things in Python.
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fed-dp-cardio
fed-dp-cardio PublicReproducible benchmark comparing centralized, federated, and differentially private federated learning for cardiovascular disease prediction.
Python
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heart-disease-ml-prediction
heart-disease-ml-prediction PublicMachine learning models for predicting heart disease using the Cleveland dataset. Includes Logistic Regression, Random Forest, ROC analysis, and model interpretation.
Jupyter Notebook
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heart-disease-risk-app
heart-disease-risk-app PublicStreamlit app for heart disease risk estimation with SHAP explanations
Python
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