Assessing robustness of carotid artery CT angiography radiomics in the identification of culprit lesions in cerebrovascular events

Radiomics, quantitative feature extraction from radiological images, can improve disease diagnosis and prognostication. However, radiomic features are susceptible to image acquisition and segmentation variability. Ideally, only features robust to these variations would be incorporated into predictiv...

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Udgivet i:Sci Rep
Main Authors: Le, Elizabeth P. V., Rundo, Leonardo, Tarkin, Jason M., Evans, Nicholas R., Chowdhury, Mohammed M., Coughlin, Patrick A., Pavey, Holly, Wall, Chris, Zaccagna, Fulvio, Gallagher, Ferdia A., Huang, Yuan, Sriranjan, Rouchelle, Le, Anthony, Weir-McCall, Jonathan R., Roberts, Michael, Gilbert, Fiona J., Warburton, Elizabeth A., Schönlieb, Carola-Bibiane, Sala, Evis, Rudd, James H. F.
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2021
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7876096/
https://ncbi.nlm.nih.gov/pubmed/33568735
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-82760-w
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