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Estimating individualized treatment rules for multicategory type 2 diabetes treatments using electronic health records

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In this article, we propose a general framework to learn optimal treatment rules for type 2 diabetes (T2D) patients using electronic health records (EHRs). We first propose a joint modeling approach to characterize patient's pretreatment conditions using longi... ...