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Demand-Driven Clustering in Relational Domains for Predicting Adverse Drug Events

Learning from electronic medical records (EMR) is challenging due to their relational nature and the uncertain dependence between a patient's past and future health status. Statistical relational learning is a natural fit for analyzing EMRs but is less adept at handling their inherent latent st...

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Bibliographic Details
Main Authors: Davis, Jesse, Costa, Vítor Santos, Peissig, Peggy, Caldwell, Michael, Berg, Elizabeth, Page, David
Format: Artigo
Language:Inglês
Published: 2012
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4184435/
https://ncbi.nlm.nih.gov/pubmed/25285329
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