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most citedModeling sepsis progression using hidden Markov models

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cs.LG2022

Unsupervised Probabilistic Models for Sequential Electronic Health Records

Alan D. Kaplan, John D. Greene, Vincent X. Liu +1

We develop an unsupervised probabilistic model for heterogeneous Electronic Health Record (EHR) data. Utilizing a mixture model formulation, our approach directly models sequences…