Automated Radiation Treatment Planning for Cervical Cancer
Automated Radiation Treatment Planning for Cervical Cancer
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DOI：
10.1016/j.semradonc.2020.05.006
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发表时间：
2020-10-01
影响因子：
3.5
通讯作者：
Court, Laurence
中科院分区：
文献类型：
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作者：
Rhee, Dong Joo;Jhingran, Anuja;Court, Laurence
放射治疗计划过程包括轮廓绘制、计划和审查最终计划，每个部分都需要多位专家投入大量时间和精力。治疗计划的自动化可以节省时间并降低放射治疗的成本，并有可能提供更一致、更好质量的计划。随着计算机硬件和人工智能技术的最新突破，放射治疗计划的自动化方法总体上已达到临床可接受的性能水平。同时，应针对不同的疾病部位和治疗技术独立开发和评估自动化流程，因为它们彼此独特。在这篇文章中，我们将讨论宫颈癌的自动化放射治疗计划的现状，简单和复杂的计划和相应的自动化质量保证方法。此外，我们将推出放射计划助理，这是一个基于网络的系统，旨在完全自动化宫颈癌和其他治疗部位的治疗计划。(C)2020作者（S）爱思唯尔公司出版
The radiation treatment-planning process includes contouring, planning, and reviewing the final plan, and each component requires substantial time and effort from multiple experts. Automation of treatment planning can save time and reduce the cost of radiation treatment, and potentially provides more consistent and better quality plans. With the recent breakthroughs in computer hardware and artificial intelligence technology, automation methods for radiation treatment planning have achieved a clinically acceptable level of performance in general. At the same time, the automation process should be developed and evaluated independently for different disease sites and treatment techniques as they are unique from each other. In this article, we will discuss the current status of automated radiation treatment planning for cervical cancer for simple and complex plans and corresponding automated quality assurance methods. Furthermore, we will introduce Radiation Planning Assistant, a web-based system designed to fully automate treatment planning for cervical cancer and other treatment sites. (C) 2020 The Author(s). Published by Elsevier Inc.