A Random Survival Forest implementation for python inspired by Ishwaran et al. - Easily understandable, adaptable and extendable.
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Apr 18, 2024 - Python
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random-survival-forests
Here are 8 public repositories matching this topic...
geneSurv: an interactive web-based tool for survival analysis in genomics research
survival-analysis
hazard-ratios
kaplan-meier
schoenfeld-residuals
cox-regression
interactive-plots
random-survival-forests
cutoff-for-survival
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Mar 17, 2020 - HTML
Federated Learning with Random Survival Forests.
random-forest
artificial-intelligence
survival-analysis
ensemble-learning
random-survival-forests
federated-learning
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Jan 26, 2024 - Python
Building Explanations through a LocaLly AccuraTe Rule EXtractor
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Apr 18, 2024 - Jupyter Notebook
Predicting customers' churn with survival analysis, including time-dependent variables
python
r
survival-analysis
cox-regression
random-survival-forests
survival-prediction
customer-churn-prediction
time-dependent-covariates
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Oct 25, 2022 - R
Survival learners for the `mlexperiments` R 📦
machine-learning
r
algorithms
xgboost
glmnet
survival
experiments
r-package
cox-regression
random-survival-forests
learners
survival-support-vector-machine
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Mar 8, 2024 - R
I proved the probabilities of freedom from biochemical recurrence (BCR) among prostate cancer patients are significantly different using stratified Logrank test. I also built a Cox's PH model to identify which genes and demographic factors have effect on survival.
r
statistical-analysis
survival-analysis
cox-regression
random-survival-forests
prostate-cancer
kaplan-meier-plot
logrank-test
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Dec 21, 2020 - R
reproducibility results for IAL2023 workshop
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Sep 21, 2023 - Python
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