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Latent Topic Discovery of Clinical Concepts from Hospital Discharge Summaries of a Heterogeneous Patient Cohort

Patients in critical care often exhibit complex disease patterns. A fundamental challenge in clinical research is to identify clinical features that may be characteristic of adverse patient outcomes. In this work, we propose a data-driven approach for phenotype discovery of patients in critical care...

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Bibliographic Details
Published in:Conf Proc IEEE Eng Med Biol Soc
Main Authors: Lehman, Li-wei, Long, William, Saeed, Mohammed, Mark, Roger
Format: Artigo
Language:Inglês
Published: 2014
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4894488/
https://ncbi.nlm.nih.gov/pubmed/25570320
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/EMBC.2014.6943952
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