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Cardiac substructure segmentation with deep learning for improved cardiac sparing

PURPOSE: Radiation dose to cardiac substructures is related to radiation-induced heart disease. However, substructures are not considered in radiation therapy planning (RTP) due to poor visualization on CT. Therefore, we developed a novel deep learning (DL) pipeline leveraging MRI’s soft tissue cont...

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Vydáno v:Med Phys
Hlavní autoři: Morris, Eric D., Ghanem, Ahmed I., Dong, Ming, Pantelic, Milan V., Walker, Eleanor M., Glide-Hurst, Carri K.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7282198/
https://ncbi.nlm.nih.gov/pubmed/31794054
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mp.13940
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