dynamic-treatment-regimens

There are 0 repository under dynamic-treatment-regimens topic.

AIMedLab / DAC
Code and Datasets for the paper "Deconfounding actor-critic network with policy adaptation for dynamic treatment regimes", published on KDD 2022.
actor-critic-model causal-reinforcement-learning dynamic-treatment-regimens electronic-health-record mechanical-ventilation mimic-iii reinforcement-learning
Language:Python 1
IhteshamShah / Cooperative-Imitation-Learning-CIL-
We have presented CIL method to learn the optimal dynamic treatment regime by exploiting information from both trajectories (positive and negative).
dynamic-treatment-regimens imitation-learning inverse-reinforcement-learning python
Language:Python 0
jamieyap / CountSMART
This repository contains code to estimate sample size needed to compare dynamic treatment regimens using longitudinal count outcomes from a Sequential Multiple Assignment Randomized Trial (SMART).
randomized-trials sample-size-estimation power-calculation study-design smart dispersed-count-outcome longitudinal-data dynamic-treatment-regimens adaptive-interventions
Language:R 0
junyzhou10 / metaDTR
Learning Dynamic Treatment Regime (DTR) via meta-learners
causal-analysis causal-inference dynamic-treatment-regimens machine-learning metalearning
Language:R 0
stablemarkets / BSP_DTR
Companion GitHub repo for the following paper: https://arxiv.org/abs/2211.16393
bayesian bayesian-data-analysis bayesian-methods biostatistics causal-inference dynamic-treatment-regimens
Language:R 0

AIMedLab / DAC