An Ensemble Approach to Knowledge-Based Intensity-Modulated Radiation Therapy Planning
Knowledge-based planning (KBP) utilizes experienced planners’ knowledge embedded in prior plans to estimate optimal achievable dose volume histogram (DVH) of new cases. In the regression-based KBP framework, previously planned patients’ anatomical features and DVHs are extracted, and prior knowledge...
Main Authors: | Jiahan Zhang, Q. Jackie Wu, Tianyi Xie, Yang Sheng, Fang-Fang Yin, Yaorong Ge |
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Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2018-03-01
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Series: | Frontiers in Oncology |
Subjects: | |
Online Access: | http://journal.frontiersin.org/article/10.3389/fonc.2018.00057/full |
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