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...

Full description

Saved in:
Bibliographic Details
Published in:Med Phys
Main Authors: Morris, Eric D., Ghanem, Ahmed I., Dong, Ming, Pantelic, Milan V., Walker, Eleanor M., Glide-Hurst, Carri K.
Format: Artigo
Language:Inglês
Published: 2019
Subjects:
Article
Online Access: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
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items