Development and Validation of a Convolutional Neural Network for Automated Detection of Scaphoid Fractures on Conventional Radiographs Article Swipe
Nils Hendrix
,
Ernst T. Scholten
,
Bastiaan Vernhout
,
Stefan Bruijnen
,
Bas Maresch
,
Mathijn de Jong
,
S.C.E. Diepstraten
,
Stijn Bollen
,
Steven Schalekamp
,
Maarten de Rooij
,
Alexander Scholtens
,
Ward Hendrix
,
Tijs Samson
,
Lee‐Ling Sharon Ong
,
Eric Postma
,
Bram van Ginneken
,
Matthieu Rutten
·
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.1148/ryai.2021200260
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.1148/ryai.2021200260
The developed CNN achieved radiologist-level performance in detecting scaphoid bone fractures on conventional radiographs of the hand, wrist, and scaphoid.Keywords: Convolutional Neural Network (CNN), Deep Learning Algorithms, Machine Learning Algorithms, Feature Detection-Vision-Application Domain, Computer-Aided DiagnosisSee also the commentary by Li and Torriani in this issue.Supplemental material is available for this article.©RSNA, 2021.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1148/ryai.2021200260
- OA Status
- green
- Cited By
- 44
- References
- 22
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W3157550358
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W3157550358Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1148/ryai.2021200260Digital Object Identifier
- Title
-
Development and Validation of a Convolutional Neural Network for Automated Detection of Scaphoid Fractures on Conventional RadiographsWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2021Year of publication
- Publication date
-
2021-04-28Full publication date if available
- Authors
-
Nils Hendrix, Ernst T. Scholten, Bastiaan Vernhout, Stefan Bruijnen, Bas Maresch, Mathijn de Jong, S.C.E. Diepstraten, Stijn Bollen, Steven Schalekamp, Maarten de Rooij, Alexander Scholtens, Ward Hendrix, Tijs Samson, Lee‐Ling Sharon Ong, Eric Postma, Bram van Ginneken, Matthieu RuttenList of authors in order
- Landing page
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https://doi.org/10.1148/ryai.2021200260Publisher landing page
- Open access
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YesWhether a free full text is available
- OA status
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greenOpen access status per OpenAlex
- OA URL
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https://www.ncbi.nlm.nih.gov/pmc/articles/8329964Direct OA link when available
- Concepts
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Medicine, Radiography, Receiver operating characteristic, Convolutional neural network, Scaphoid fracture, Wrist, Segmentation, Scaphoid bone, Artificial intelligence, Nuclear medicine, Radiology, Internal medicine, Computer scienceTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
44Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 10, 2024: 17, 2023: 8, 2022: 8, 2021: 1Per-year citation counts (last 5 years)
- References (count)
-
22Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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