IDEN Project @ UAS Darmstadt

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1. SurvAutoML SurvAutoML Public

   Automated ML pipeline for survival analysis on clinical/tabular time-to-event data — trains and evaluates Cox, DeepSurv, Random Survival Forests & Gradient Boosting with integrated MLflow tracking,…

   Python

2. IPCWJK IPCWJK Public

   IPCW Jackknife Methods for Standard Errors in Survival Prediction

   R

3. CensRCalc CensRCalc Public

   An R package for calculating and targeting expected censoring proportions in survival analysis, supporting covariate integration, administrative censoring, and trial accrual periods.

   R

4. TxRegAnalysis TxRegAnalysis Public

   Reproducible analysis workflow for the German Transplant Registry (TxReg), constructing survival endpoints, engineered features, KDRI-inspired variables, and confounder analyses for adult first-tim…

   R

5. TxRegIDPP TxRegIDPP Public

   Reproducible data preprocessing pipeline for German kidney transplantation registry data.

   Jupyter Notebook

6. SurvAutoMLDeploy SurvAutoMLDeploy Public

   Jupyter Notebook 1