MoganaD / Machine-Learning-on-Breast-Cancer-Survival-PredictionLinks
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…
☆15Updated 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
Sorting:
- Gateway to Aging: Spousal Concordance☆10Updated 2 years ago
- Physical activity, multimorbidity, and life expectancy: a UK Biobank longitudinal study☆17Updated 6 years ago
- ☆21Updated 3 months ago
- This repository contains the R code used analyse the eICU and MIMIC-III databases for the Sarkar et al paper "Performance of intensive ca…☆10Updated 4 years ago
- Time capsule for burden of proof paper☆12Updated 7 months ago
- Code for the paper 'Identifying Modifiable Risk Factors and Their Joint Effect on Dementia Prevention'☆15Updated 2 years ago
- UKB Weekend Warrior MVPA Analysis☆11Updated 4 months ago
- R package lcmm☆68Updated 2 months ago
- Appendix to the paper "Developing clinical prediction models: a step-by-step practical guide with examples in R"☆48Updated last year
- Explainable Machine Learning in Survival Analysis☆115Updated last year
- Code for pre-processing data for the paper: Rest-activity rhythms across the lifespan: cross-sectional findings from the U.S.-representat…☆10Updated 2 years ago
- Description of the obesity project done with MIMIC-III database on March 2017.☆12Updated 6 years ago
- Calculation of a frailty index for UK Biobank participants☆12Updated 3 years ago
- Revised functions of the R packages crimCV and traj☆20Updated 4 years ago
- Implements the American Heart Association (AHA) Predicting Risk of cardiovascular disease EVENTs (PREVENT) equations, with optional compa…☆26Updated 7 months ago
- Replication of the RNN-SURV architecture☆14Updated 2 years ago
- Supplementary materials for the manuscript "Clustering of longitudinal data: A tutorial on a variety of approaches" by N. G. P. Den Teuli…☆13Updated 3 years ago
- R Package for Calculating Healthy Eating Index-2020 (HEI2020), Alternative Healthy Eating Index (AHEI), Dietary Approaches to Stop Hyper…☆134Updated 2 months ago
- Xiaoli's code on calcualting hourly sofa score☆13Updated 3 years ago
- Study in eICU-CRD about vancomycin and associated nephrotoxicity☆10Updated 2 years ago
- Config files for my GitHub profile.☆14Updated 2 years ago
- Extended Joint Models for Longitudinal and Survival Data☆91Updated last week
- High-dimensional Mediation Analysis (HIMA)☆24Updated 2 months ago
- Public repository of R code and data for reproducing the analysis in the companion manuscript titled "Empirical Dietary Patterns Associat…☆13Updated 2 years ago
- Analysis the association between caffeine intake and gallstones and cholecystectomy among U.S adults☆11Updated 4 years ago
- R package for accessing and analyzing CDC NHANES data☆90Updated 4 months ago
- Implementations of survival models in R☆58Updated last year
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆39Updated last week
- Draw forestplot in R☆108Updated 4 months ago
- Causal mediation and interaction analysis - 4way decomposition - Rscript☆10Updated 7 years ago