ML

Intubation Prediction

Built ML models to help hospital authorities better manage resources by predicting the intubation needs for COVID+ patients.

ESP 2019 Data Analysis

Investigate the association of numeracy scales with self-reported health status and healthcare-provider visits.

Heart Disease Prediction with ML methods

This is a poster I designed applied and compared several ML methods in predicting CVD.

Breast Cancer Analysis

This project used PCA and KNN to extract 7 out of 32 nuclei features with a over 90% classification rate for breast cancer.