Imputation-based Q-learning for optimizing dynamic treatment regimes with right-censored survival outcome.
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DOI: 10.1111/biom.13872
Abstract: Q-learning has been one of the most commonly used methods for optimizing dynamic treatment regimes (DTRs) in multi-stage decision making. Right-censored survival outcome poses a significant challenge to Q-Learning due to its reliance on parametric… read more here.
Keywords: right censored; treatment regimes; dynamic treatment; imputation ... See more keywords