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Supervised and unsupervised language modelling in Chest X-Ray radiological reports

Chest radiography (CXR) is the most commonly used imaging modality and deep neural network (DNN) algorithms have shown promise in effective triage of normal and abnormal radiograms. Typically, DNNs require large quantities of expertly labelled training exemplars, which in clinical contexts is a majo...

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發表在:PLoS One
Main Authors: Drozdov, Ignat, Forbes, Daniel, Szubert, Benjamin, Hall, Mark, Carlin, Chris, Lowe, David J.
格式: Artigo
語言:Inglês
出版: Public Library of Science 2020
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC7064166/
https://ncbi.nlm.nih.gov/pubmed/32155219
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0229963
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