individualized-treatment-rules

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jaredhuling / personalized

Methods for subgroup identification / personalized medicine / individualized treatment rules

causal-inference treatment-effects precision-medicine subgroup-identification heterogeneity-of-treatment-effect treatment-scoring personalized-medicine individualized-treatment-rules

Updated Sep 2, 2022
R

The package is developed for treatment recommendation & pairwise treatment individual effect estimation (ITE/CATE/HTE) when multiple treatment/intervention options exist. The package is still under development.

causal-inference meta-learning r-learning individual-treatment-effects individualized-treatment-rules x-learner s-learner t-learner

Updated Mar 9, 2023
R

jitonglou / MultiMlearn

Star

MultiMlearn - Estimation of individualized treatment rules using matched learning (M-learning), under the setting of multicategory treatments.

machine-learning support-vector-machine electronic-health-record precision-medicine individualized-treatment-rules

Updated Aug 5, 2021
R

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