Automatic Planning of Whole Breast Radiation Therapy Using Machine Learning Models

Purpose: To develop an automatic treatment planning system for whole breast radiation therapy (WBRT) based on two intensity-modulated tangential fields, enabling near-real-time planning. Methods and Materials: A total of 40 WBRT plans from a single institution were included in this study under IRB a...

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Bibliographische Detailangaben
Veröffentlicht in:Front Oncol
Hauptverfasser: Sheng, Yang, Li, Taoran, Yoo, Sua, Yin, Fang-Fang, Blitzblau, Rachel, Horton, Janet K., Ge, Yaorong, Wu, Q. Jackie
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2019
Schlagworte:
Oncology
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6693433/
https://ncbi.nlm.nih.gov/pubmed/31440474
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2019.00750
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