Advances in Auto-Segmentation

Manual image segmentation is a time-consuming task routinely performed in radiotherapy to identify each patient's targets and anatomical structures. The efficacy and safety of the radiotherapy plan requires accurate segmentations as these regions of interest are generally used to optimize and a...

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Bibliographic Details
Published in:Seminars in radiation oncology 2019-07, Vol.29 (3), p.185-197
Main Authors: Cardenas, Carlos E., Yang, Jinzhong, Anderson, Brian M., Court, Laurence E., Brock, Kristy B.
Format: Article
Language:English
Subjects:
Algorithms
Deep Learning
Humans
Image Processing, Computer-Assisted - trends
Neoplasms - diagnostic imaging
Neoplasms - radiotherapy
Neural Networks (Computer)
Organs at Risk - diagnostic imaging
Organs at Risk - radiation effects
Radiotherapy, Computer-Assisted - trends
Radiotherapy, Image-Guided - trends
Software
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