Structured report data can be used to develop deep learning algorithms: a proof of concept in ankle radiographs

BACKGROUND: Data used for training of deep learning networks usually needs large amounts of accurate labels. These labels are usually extracted from reports using natural language processing or by time-consuming manual review. The aim of this study was therefore to develop and evaluate a workflow fo...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Insights Imaging
Main Authors: Pinto dos Santos, Daniel, Brodehl, Sebastian, Baeßler, Bettina, Arnhold, Gordon, Dratsch, Thomas, Chon, Seung-Hun, Mildenberger, Peter, Jungmann, Florian
Format: Artigo
Jezik:Inglês
Izdano: Springer Berlin Heidelberg 2019
Teme:
Original Article
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6777645/
https://ncbi.nlm.nih.gov/pubmed/31549305
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13244-019-0777-8
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