An Artificial Intelligence-Based Full-Process Solution for Radiotherapy: A Proof of Concept Study on Rectal Cancer

An Artificial Intelligence-Based Full-Process Solution for Radiotherapy: A Proof of Concept Study on Rectal Cancer

Background and PurposeTo develop an artificial intelligence-based full-process solution for rectal cancer radiotherapy.Materials and MethodsA full-process solution that integrates autosegmentation and automatic treatment planning was developed under a single deep-learning framework. A convolutional...

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Bibliographic Details
Main Authors: Xiang Xia, Jiazhou Wang, Yujiao Li, Jiayuan Peng, Jiawei Fan, Jing Zhang, Juefeng Wan, Yingtao Fang, Zhen Zhang, Weigang Hu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Oncology
Subjects:
full-process solution
AI
rectal cancer
radiotherapy
automatic planning
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2020.616721/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2020.616721/full

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