Expert guided natural language processing using one-class classification

Introduction Automatically identifying specific phenotypes in free-text clinical notes is critically important for the reuse of clinical data. In this study, the authors combine expert-guided feature (text) selection with one-class classification for text processing. Objectives To compare the perfor...

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Bibliographic Details
Published in:J Am Med Inform Assoc
Main Authors: Joffe, Erel, Pettigrew, Emily J, Herskovic, Jorge R, Bearden, Charles F, Bernstam, Elmer V
Format: Artigo
Language:Inglês
Published: Oxford University Press 2015
Subjects:
Focus on Natural Language Processing
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4986669/
https://ncbi.nlm.nih.gov/pubmed/26063744
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocv010
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