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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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Bibliographische Detailangaben
Veröffentlicht in:PLoS One
Hauptverfasser: Drozdov, Ignat, Forbes, Daniel, Szubert, Benjamin, Hall, Mark, Carlin, Chris, Lowe, David J.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2020
Schlagworte:
Online Zugang: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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