Application and comparison of machine learning models for predicting quality assurance outcomes in radiation therapy treatment planning
Author:
Funder
Mary Bird Perkins Cancer Foundation
Publisher
Elsevier BV
Subject
Health Informatics
Reference41 articles.
1. Interobserver variability in radiation therapy plan output: results of a single-institution study;Berry;Pract Radiat Oncol,2016
2. Intensity-modulated radiation therapy dose prescription, recording, and delivery: patterns of variability among institutions and treatment planning systems;Das;J Natl Cancer Inst,2008
3. Variation in external beam treatment plan quality: an inter-institutional study of planners and planning systems;Nelms;Pract Radiat Oncol,2012
4. Quantifying unnecessary normal tissue complication risks due to suboptimal planning: a secondary study of RTOG 0126;Moore;Int J Radiat Oncol Biol Phys,2015
5. A technique for the quantitative evaluation of dose distributions;Low;Med Phys,1998
Cited by 29 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Detecting outliers beyond tolerance limits derived from statistical process control in patient‐specific quality assurance;Journal of Applied Clinical Medical Physics;2023-09-08
2. Establishment and interpretation of the gamma pass rate prediction model based on radiomics for different intensity-modulated radiotherapy techniques in the pelvis;Frontiers in Physics;2023-08-10
3. Virtual pretreatment patient‐specific quality assurance of volumetric modulated arc therapy using deep learning;Medical Physics;2023-06-28
4. Multicentric evaluation of a machine learning model to streamline the radiotherapy patient specific quality assurance process;Physica Medica;2023-06
5. Prediction and interpretation of gamma pass rate based on SHAP value feature selection;2023-05-26
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3