LAUSR

Unsupervised Probabilistic Models for Sequential Electronic Health Records

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1 Published in 2022 at "Journal of biomedical informatics"

DOI: 10.48550/arxiv.2204.07292

Abstract: We develop an unsupervised probabilistic model for heterogeneous Electronic Health Record (EHR) data. Utilizing a mixture model formulation, our approach directly models sequences of arbitrary length, such as medications and laboratory results. This allows for… read more here.

Keywords: unsupervised probabilistic; electronic health; models sequential; model ... See more keywords