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
Main Authors: Saeed, Mohammed, Lehman, Li-Wei, Long, William F., Mark, Roger G
Other Authors: Institute for Medical Engineering and Science
Format: Article
Published: Institute of Electrical and Electronics Engineers (IEEE) 2017
Online Access:http://hdl.handle.net/1721.1/112805
https://orcid.org/0000-0002-6318-2978