Efficient Reuse of Natural Language Processing Models for Phenotype-Mention Identification in Free-text Electronic Medical Records: A Phenotype Embedding Approach

BACKGROUND: Much effort has been put into the use of automated approaches, such as natural language processing (NLP), to mine or extract data from free-text medical records in order to construct comprehensive patient profiles for delivering better health care. Reusing NLP models in new settings, how...

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Bibliographic Details
Published in:JMIR Med Inform
Main Authors: Wu, Honghan, Hodgson, Karen, Dyson, Sue, Morley, Katherine I, Ibrahim, Zina M, Iqbal, Ehtesham, Stewart, Robert, Dobson, Richard JB, Sudlow, Cathie
Format: Artigo
Language:Inglês
Published: JMIR Publications 2019
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Original Paper
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6938594/
https://ncbi.nlm.nih.gov/pubmed/31845899
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/14782
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