Projects

Intubation Prediction
Built ML models to help hospital authorities better manage resources by predicting the intubation needs for COVID+ patients.
Intubation Prediction
ESP 2019 Data Analysis
Investigate the association of numeracy scales with self-reported health status and healthcare-provider visits.
Poster Code Paper
ESP 2019 Data Analysis
Heart Disease Prediction with ML methods
This is a poster I designed applied and compared several ML methods in predicting CVD.
Poster Report
Heart Disease Prediction with ML methods
SCR R Package
This is an educational use R package aims to help students get a better view of Rizzo’s book ‘Statistical Computing with R’.
Code Vignette
SCR R Package
a 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.
a Breast Cancer Analysis
Shiny App
This project aims to visulize the environmental impact per cut weight for the happy velly meat company.
Code Website
Shiny App
FFD
This project aims to study the attention dynamics using flow network analysis.
Code Report
FFD