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Error estimation of deformable image registration of pulmonary CT scans using convolutional neural networks

Error estimation in nonlinear medical image registration is a nontrivial problem that is important for validation of registration methods. We propose a supervised method for estimation of registration errors in nonlinear registration of three-dimensional (3-D) images. The method is based on a 3-D co...

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Vydáno v:J Med Imaging (Bellingham)
Hlavní autoři: Eppenhof, Koen A. J., Pluim, Josien P. W.
Médium: Artigo
Jazyk:Inglês
Vydáno: Society of Photo-Optical Instrumentation Engineers 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5943620/
https://ncbi.nlm.nih.gov/pubmed/29750177
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.5.2.024003
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