Assessing Interobserver Variability in the Delineation of Structures in Radiation Oncology: A Systematic Review

医学 组内相关 统计 相似性(几何) 医学物理学 系统回顾 航程(航空) 数据挖掘 核医学 梅德林 人工智能 计算机科学 数学 再现性 图像(数学) 复合材料 材料科学 法学 政治学
作者
Leslie Guzene,Arnaud Beddok,Christophe Nioche,Romain Modzelewski,Cedric Loiseau,Julia Salleron,Juliette Thariat
出处
期刊:International Journal of Radiation Oncology Biology Physics [Elsevier BV]
卷期号:115 (5): 1047-1060 被引量:4
标识
DOI:10.1016/j.ijrobp.2022.11.021
摘要

Purpose The delineation of target volumes and organs at risk is the main source of uncertainty in radiation therapy. Numerous interobserver variability (IOV) studies have been conducted, often with unclear methodology and nonstandardized reporting. We aimed to identify the parameters chosen in conducting delineation IOV studies and assess their performances and limits. Methods and Materials We conducted a systematic literature review to highlight major points of heterogeneity and missing data in IOV studies published between 2018 and 2021. For the main used metrics, we did in silico analyses to assess their limits in specific clinical situations. Results All disease sites were represented in the 66 studies examined. Organs at risk were studied independently of tumor site in 29% of reviewed IOV studies. In 65% of studies, statistical analyses were performed. No gold standard (GS; ie, reference) was defined in 36% of studies. A single expert was considered as the GS in 21% of studies, without testing intraobserver variability. All studies reported both absolute and relative indices, including the Dice similarity coefficient (DSC) in 68% and the Hausdorff distance (HD) in 42%. Limitations were shown in silico for small structures when using the DSC and dependence on irregular shapes when using the HD. Variations in DSC values were large between studies, and their thresholds were inconsistent. Most studies (51%) included 1 to 10 cases. The median number of observers or experts was 7 (range, 2-35). The intraclass correlation coefficient was reported in only 9% of cases. Investigating the feasibility of studying IOV in delineation, a minimum of 8 observers with 3 cases, or 11 observers with 2 cases, was required to demonstrate moderate reproducibility. Conclusions Implementation of future IOV studies would benefit from a more standardized methodology: clear definitions of the gold standard and metrics and a justification of the tradeoffs made in the choice of the number of observers and number of delineated cases should be provided. The delineation of target volumes and organs at risk is the main source of uncertainty in radiation therapy. Numerous interobserver variability (IOV) studies have been conducted, often with unclear methodology and nonstandardized reporting. We aimed to identify the parameters chosen in conducting delineation IOV studies and assess their performances and limits. We conducted a systematic literature review to highlight major points of heterogeneity and missing data in IOV studies published between 2018 and 2021. For the main used metrics, we did in silico analyses to assess their limits in specific clinical situations. All disease sites were represented in the 66 studies examined. Organs at risk were studied independently of tumor site in 29% of reviewed IOV studies. In 65% of studies, statistical analyses were performed. No gold standard (GS; ie, reference) was defined in 36% of studies. A single expert was considered as the GS in 21% of studies, without testing intraobserver variability. All studies reported both absolute and relative indices, including the Dice similarity coefficient (DSC) in 68% and the Hausdorff distance (HD) in 42%. Limitations were shown in silico for small structures when using the DSC and dependence on irregular shapes when using the HD. Variations in DSC values were large between studies, and their thresholds were inconsistent. Most studies (51%) included 1 to 10 cases. The median number of observers or experts was 7 (range, 2-35). The intraclass correlation coefficient was reported in only 9% of cases. Investigating the feasibility of studying IOV in delineation, a minimum of 8 observers with 3 cases, or 11 observers with 2 cases, was required to demonstrate moderate reproducibility. Implementation of future IOV studies would benefit from a more standardized methodology: clear definitions of the gold standard and metrics and a justification of the tradeoffs made in the choice of the number of observers and number of delineated cases should be provided.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
Keryn发布了新的文献求助10
1秒前
Dog完成签到,获得积分10
1秒前
1秒前
1秒前
懵懂的随阴完成签到,获得积分10
1秒前
伶俐妙海应助weifa采纳,获得50
2秒前
Ningliangming完成签到,获得积分10
3秒前
小葡萄发布了新的文献求助10
3秒前
4秒前
xiaoxiao发布了新的文献求助10
4秒前
4秒前
汉堡包应助fudandan采纳,获得10
4秒前
科研才子发布了新的文献求助10
5秒前
5秒前
大个应助d叨叨鱼采纳,获得10
5秒前
Hello发布了新的文献求助10
5秒前
小柚子的傻二哥应助walter采纳,获得10
5秒前
6秒前
6秒前
zz发布了新的文献求助10
6秒前
7秒前
7秒前
8秒前
8秒前
谢代豪发布了新的文献求助10
9秒前
司马秋凌完成签到,获得积分10
9秒前
drhkc完成签到,获得积分10
9秒前
酷酷的成协完成签到 ,获得积分10
9秒前
学生物的小马完成签到,获得积分10
10秒前
乐乐应助d叨叨鱼采纳,获得10
10秒前
10秒前
无极微光应助邓sir采纳,获得20
10秒前
田様应助Ming采纳,获得10
10秒前
杨依楠发布了新的文献求助20
11秒前
超级加贝完成签到,获得积分10
11秒前
须臾完成签到,获得积分10
11秒前
zhangennian发布了新的文献求助10
12秒前
12秒前
脑洞疼应助Palpitate采纳,获得10
12秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Molecular Mechanisms of Photosynthesis, 4th Edition 1000
Organic Reactions, Volume 116 1000
Matrix Methods in Data Mining and Pattern Recognition 510
Social Skills Improvement System-Rating Scales--Chinese Version 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7254969
求助须知:如何正确求助?哪些是违规求助? 8876880
关于积分的说明 18744380
捐赠科研通 6935366
什么是DOI,文献DOI怎么找? 3200266
关于科研通互助平台的介绍 2374871
邀请新用户注册赠送积分活动 2175232