https://github.com/datastalker/hospital-mortality

A Logistic Regression-based model to predict in-hospital mortality using patient demographics, medical history, and vital signs. Built with tidymodels for efficient data preprocessing and model training.

Last synced: 06 Mar 2025

https://github.com/datastalker/cholera-spatial-analysis

Analysis of global cholera data (1949-2016), including trends, visualizations, and insights into case distributions and fatality rates across countries.

Last synced: 06 Mar 2025

https://github.com/datastalker/fetal-health-class

Classify fetal health states using Cardiotocogram (CTG) data in this project. The dataset features various CTG metrics to build a model that categorizes fetal health into Normal, Suspect, and Pathological. Aimed at improving early intervention and maternal-neonatal outcomes.

data-science epidemiology r

Last synced: 06 Mar 2025

https://github.com/datastalker/survival-cox

This repository contains an R script for performing survival analysis on breast cancer surgery data from the University of Chicago's Billings Hospital. The analysis includes Kaplan-Meier estimation and Cox Proportional Hazards modeling to assess patient survival.

breast-cancer-prediction cox-model data-analysis data-science data-visualization epidemiology kaplan-meier r survival-analysis

Last synced: 02 Apr 2025