MoganaD / Machine-Learning-on-Breast-Cancer-Survival-Prediction
We used different machine learning approaches to build models for detecting and visualizing important prognostic indicators of breast cancer survival rate. This repository contains R source codes for 5 steps which are, model evaluation, Random Forest further modelling, variable importance, decision tree and survival analysis. These can be a pipe…
☆13Updated 4 years ago
Alternatives and similar repositories for Machine-Learning-on-Breast-Cancer-Survival-Prediction:
Users that are interested in Machine-Learning-on-Breast-Cancer-Survival-Prediction are comparing it to the libraries listed below
- Gateway to Aging: Spousal Concordance☆10Updated last year
- Physical activity, multimorbidity, and life expectancy: a UK Biobank longitudinal study☆14Updated 5 years ago
- ☆12Updated this week
- This repository contains the R code used analyse the eICU and MIMIC-III databases for the Sarkar et al paper "Performance of intensive ca…☆9Updated 4 years ago
- Appendix to the paper "Developing clinical prediction models: a step-by-step practical guide with examples in R"☆35Updated 9 months ago
- Description of the obesity project done with MIMIC-III database on March 2017.☆12Updated 5 years ago
- Revised functions of the R packages crimCV and traj☆20Updated 3 years ago
- Code for the paper 'Identifying Modifiable Risk Factors and Their Joint Effect on Dementia Prevention'☆13Updated last year
- 🔮 Benchmarking and visualization toolkit for penalized Cox models☆43Updated 4 months ago
- A small wrapper package that enables full survival curve estimation using xgboost☆19Updated 7 months ago
- Code repository for the manuscript: 'Assessing performance in prediction models with survival outcomes: practical guidance for Cox propor…☆29Updated 4 months ago
- R package lcmm☆60Updated 2 months ago
- This repository should help people that would like to code in R and work with the National Health and Nutrition Examination Survey (NHANE…☆22Updated 2 years ago
- Association between physical frailty and incident depression☆11Updated 8 months ago
- global burden of disease☆22Updated last year
- ☆22Updated 3 years ago
- Extended Joint Models for Longitudinal and Survival Data☆82Updated 6 months ago
- Config files for my GitHub profile.☆14Updated last year
- Analysis the association between caffeine intake and gallstones and cholecystectomy among U.S adults☆10Updated 3 years ago
- Implements the American Heart Association (AHA) Predicting Risk of cardiovascular disease EVENTs (PREVENT) equations☆11Updated 5 months ago
- Code for analyses in "Obesity and risk of female reproductive disorders: A Mendelian Randomisation Study"☆15Updated 3 weeks ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 3 years ago
- Clinical biomarker-based biological aging and risk of cancer in the UK Biobank☆14Updated last year
- Decision Curve Analysis☆37Updated 5 months ago
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆38Updated last month
- Implementations of survival models in R☆57Updated 6 months ago
- Downstream analysis for the paper "Metabolomic profiles predict individual multi-disease outcomes in the UK Biobank cohort".☆12Updated 7 months ago
- Global, regional, and national burden of epilepsy, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021☆19Updated last year
- R-script for the publication Testosterone and specific symptoms of depression: Evidence from NHANES 2011–2016, https://doi.org/10.1016/j.…☆14Updated 3 years ago
- Helper functions for UK Biobank data☆13Updated 3 years ago