Detecting concept mentions in biomedical text using hidden Markov model: multiple concept types at once or one at a time?

BACKGROUND: Identifying phrases that refer to particular concept types is a critical step in extracting information from documents. Provided with annotated documents as training data, supervised machine learning can automate this process. When building a machine learning model for this task, the mod...

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Bibliographic Details
Main Authors: Torii, Manabu, Wagholikar, Kavishwar, Liu, Hongfang
Format: Artigo
Language:Inglês
Published: BioMed Central 2014
Subjects:
Research
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC3908466/
https://ncbi.nlm.nih.gov/pubmed/24438362
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/2041-1480-5-3
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