Domain Specific Word Embeddings for Natural Language Processing in Radiology

BACKGROUND: There has been increasing interest in machine learning based natural language processing (NLP) methods in radiology; however, models have often used word embeddings trained on general web corpora due to lack of a radiology-specific corpus. PURPOSE: We examined the potential of Radiopaedi...

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Bibliografiske detaljer
Udgivet i:J Biomed Inform
Main Authors: Chen, Timothy L., Emerling, Max, Chaudhari, Gunvant R., Chillakuru, Yeshwant R., Seo, Youngho, Vu, Thienkhai H., Sohn, Jae Ho
Format: Artigo
Sprog:Inglês
Udgivet: 2020
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7856086/
https://ncbi.nlm.nih.gov/pubmed/33333323
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2020.103665
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