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README.md
README.md
 
 
SPARSE.ipynb
SPARSE.ipynb
 
 
accord bp.ipynb
accord bp.ipynb
 
 
accord-lipid.ipynb
accord-lipid.ipynb
 
 
accord.csv
accord.csv
 
 
aggregated.ipynb
aggregated.ipynb
 
 
aimhigh cmhe.ipynb
aimhigh cmhe.ipynb
 
 
aimhigh stratify 2.ipynb
aimhigh stratify 2.ipynb
 
 
aimhigh.csv
aimhigh.csv
 
 
aimhigh.ipynb
aimhigh.ipynb
 
 
allhat hypertension.ipynb
allhat hypertension.ipynb
 
 
allhat.csv
allhat.csv
 
 
allhat.ipynb
allhat.ipynb
 
 
allhat_lipid.csv
allhat_lipid.csv
 
 
bari2d.csv
bari2d.csv
 
 
dataset_retrospective
dataset_retrospective
 
 
datasets.py
datasets.py
 
 
datasets_retrospective.py
datasets_retrospective.py
 
 
estimators.py
estimators.py
 
 
experiments.py
experiments.py
 
 
metrics.py
metrics.py
 
 
oat quantiles.ipynb
oat quantiles.ipynb
 
 
oat.csv
oat.csv
 
 
oat.ipynb
oat.ipynb
 
 
peace other outcomes.ipynb
peace other outcomes.ipynb
 
 
peace.csv
peace.csv
 
 
peace.ipynb
peace.ipynb
 
 
peace_best_result.ipynb
peace_best_result.ipynb
 
 
peace_decision_tree.ipynb
peace_decision_tree.ipynb
 
 
phenotyping.py
phenotyping.py
 
 
preprocessing.py
preprocessing.py
 
 
reporting.py
reporting.py
 
 
sparse on peace.ipynb
sparse on peace.ipynb
 
 
sprint dt.ipynb
sprint dt.ipynb
 
 
sprint quantiles.ipynb
sprint quantiles.ipynb
 
 
sprint.csv
sprint.csv
 
 
sprint.ipynb
sprint.ipynb
 
 
surv-reg.ipynb
surv-reg.ipynb
 
 
suv_reg_trial.ipynb
suv_reg_trial.ipynb
 
 
test dataset retrospective.ipynb
test dataset retrospective.ipynb
 
 
test datasets.ipynb
test datasets.ipynb
 
 
test for loop.ipynb
test for loop.ipynb
 
 
test more.ipynb
test more.ipynb
 
 
trial.ipynb
trial.ipynb
 
 
utils.py
utils.py
 
 

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Retrospective_t2e

This is the pipeline used for the "Discovery of Heterogeneous Treatment Effects from Landmark Clinical Trials for Cardiovascular Disease" study. Public access available at RISS 2022 Project.

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Code for RISS 2022 at CMU

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