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...

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Bibliographic Details
Published in:Front Oncol
Main Authors: Zhang, Jiahan, Wu, Q. Jackie, Xie, Tianyi, Sheng, Yang, Yin, Fang-Fang, Ge, Yaorong
Format: Artigo
Language:Inglês
Published: Frontiers Media S.A. 2018
Subjects:
Oncology
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5868365/
https://ncbi.nlm.nih.gov/pubmed/29616187
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2018.00057
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