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Enabling machine learning in X-ray-based procedures via realistic simulation of image formation

PURPOSE: Machine learning-based approaches now outperform competing methods in most disciplines relevant to diagnostic radiology. Image-guided procedures, however, have not yet benefited substantially from the advent of deep learning, in particular because images for procedural guidance are not arch...

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Detalhes bibliográficos
Publicado no:Int J Comput Assist Radiol Surg
Main Authors: Unberath, Mathias, Zaech, Jan-Nico, Gao, Cong, Bier, Bastian, Goldmann, Florian, Lee, Sing Chun, Fotouhi, Javad, Taylor, Russell, Armand, Mehran, Navab, Nassir
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7297499/
https://ncbi.nlm.nih.gov/pubmed/31187399
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11548-019-02011-2
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