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Using Spatial Probability Maps to Highlight Potential Inaccuracies in Deep Learning-Based Contours: Facilitating Online Adaptive Radiation Therapy

PURPOSE: Contouring organs at risk remains a largely manual task, which is time consuming and prone to variation. Deep learning-based delineation (DLD) shows promise both in terms of quality and speed, but it does not yet perform perfectly. Because of that, manual checking of DLD is still recommende...

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Vydáno v:Adv Radiat Oncol
Hlavní autoři: van Rooij, Ward, Verbakel, Wilko F., Slotman, Berend J., Dahele, Max
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2021
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7985281/
https://ncbi.nlm.nih.gov/pubmed/33778184
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.adro.2021.100658
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