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Neural Network Detection of Pacemakers for MRI Safety

Flagging the presence of cardiac devices such as pacemakers before an MRI scan is essential to allow appropriate safety checks. We assess the accuracy with which a machine learning model can classify the presence or absence of a pacemaker on pre-existing chest radiographs. A total of 7973 chest radi...

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Detalles Bibliográficos
Autores principales: Thurston, Mark Daniel Vernon, Kim, Daniel H, Wit, Huub K
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9712856/
https://www.ncbi.nlm.nih.gov/pubmed/35768751
http://dx.doi.org/10.1007/s10278-022-00663-2