Synthetic MRI for the quantitative and morphologic assessment of head and neck tumors: a preliminary study.

IF 2.9 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Dento maxillo facial radiology Pub Date : 2023-09-01 Epub Date: 2023-07-03 DOI:10.1259/dmfr.20230103
Zanxia Zhang, Shujian Li, Weijian Wang, Yong Zhang, Kaiyu Wang, Jingliang Cheng, Baohong Wen
{"title":"Synthetic MRI for the quantitative and morphologic assessment of head and neck tumors: a preliminary study.","authors":"Zanxia Zhang, Shujian Li, Weijian Wang, Yong Zhang, Kaiyu Wang, Jingliang Cheng, Baohong Wen","doi":"10.1259/dmfr.20230103","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>To evaluate the feasibility of synthetic MRI for quantitative and morphologic assessment of head and neck tumors and compare the results with the conventional MRI approach.</p><p><strong>Methods and materials: </strong>A total of 92 patients with different head and neck tumor histology who underwent conventional and synthetic MRI were retrospectively recruited. The quantitative T1, T2, proton density (PD), and apparent diffusion coefficient (ADC) values of 38 benign and 54 malignant tumors were measured and compared. Diagnostic efficacy for differentiating malignant and benign tumors was evaluated with receiver operating characteristic (ROC) analysis and integrated discrimination index. The image quality of conventional and synthetic <i>T</i><sub>1</sub>W/<i>T</i><sub>2</sub>W images on a 5-level Likert scale was also compared with Wilcoxon signed rank test.</p><p><strong>Results: </strong>T1, T2 and ADC values of malignant head and neck tumors were smaller than those of benign tumors (all <i>p</i> < 0.05). T2 and ADC values showed better diagnostic efficacy than T1 for distinguishing malignant tumors from benign tumors (both <i>p</i> < 0.05). Adding the T2 value to ADC increased the area under the curve from 0.839 to 0.886, with an integrated discrimination index of 4.28% (<i>p</i> < 0.05). In terms of overall image quality, synthetic <i>T</i><sub>2</sub>W images were comparable to conventional <i>T</i><sub>2</sub>W images, while synthetic <i>T</i><sub>1</sub>W images were inferior to conventional <i>T</i><sub>1</sub>W images.</p><p><strong>Conclusions: </strong>Synthetic MRI can facilitate the characterization of head and neck tumors by providing quantitative relaxation parameters and synthetic <i>T</i><sub>2</sub>W images. T2 values added to ADC values may further improve the differentiation of tumors.</p>","PeriodicalId":11261,"journal":{"name":"Dento maxillo facial radiology","volume":null,"pages":null},"PeriodicalIF":2.9000,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10461255/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Dento maxillo facial radiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1259/dmfr.20230103","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/7/3 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"DENTISTRY, ORAL SURGERY & MEDICINE","Score":null,"Total":0}
引用次数: 0

Abstract

Objectives: To evaluate the feasibility of synthetic MRI for quantitative and morphologic assessment of head and neck tumors and compare the results with the conventional MRI approach.

Methods and materials: A total of 92 patients with different head and neck tumor histology who underwent conventional and synthetic MRI were retrospectively recruited. The quantitative T1, T2, proton density (PD), and apparent diffusion coefficient (ADC) values of 38 benign and 54 malignant tumors were measured and compared. Diagnostic efficacy for differentiating malignant and benign tumors was evaluated with receiver operating characteristic (ROC) analysis and integrated discrimination index. The image quality of conventional and synthetic T1W/T2W images on a 5-level Likert scale was also compared with Wilcoxon signed rank test.

Results: T1, T2 and ADC values of malignant head and neck tumors were smaller than those of benign tumors (all p < 0.05). T2 and ADC values showed better diagnostic efficacy than T1 for distinguishing malignant tumors from benign tumors (both p < 0.05). Adding the T2 value to ADC increased the area under the curve from 0.839 to 0.886, with an integrated discrimination index of 4.28% (p < 0.05). In terms of overall image quality, synthetic T2W images were comparable to conventional T2W images, while synthetic T1W images were inferior to conventional T1W images.

Conclusions: Synthetic MRI can facilitate the characterization of head and neck tumors by providing quantitative relaxation parameters and synthetic T2W images. T2 values added to ADC values may further improve the differentiation of tumors.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
用于头颈部肿瘤定量和形态学评估的合成 MRI:初步研究。
目的:评估合成磁共振成像用于头颈部肿瘤定量和形态学评估的可行性,并将结果与传统磁共振成像方法进行比较:评估合成磁共振成像对头颈部肿瘤进行定量和形态学评估的可行性,并将结果与传统磁共振成像方法进行比较:方法:回顾性收集了 92 例接受常规和合成 MRI 检查的不同头颈部肿瘤组织学的患者。测量并比较了 38 例良性肿瘤和 54 例恶性肿瘤的定量 T1、T2、质子密度(PD)和表观弥散系数(ADC)值。通过接收者操作特征(ROC)分析和综合判别指数评估了区分恶性肿瘤和良性肿瘤的诊断效果。此外,还用 Wilcoxon 符号秩检验比较了传统和合成 T1W/T2W 图像在 5 级 Likert 量表上的图像质量:结果:头颈部恶性肿瘤的 T1、T2 和 ADC 值均小于良性肿瘤(均 p <0.05)。在区分恶性肿瘤和良性肿瘤方面,T2 值和 ADC 值的诊断效果优于 T1 值(均为 p <0.05)。将 T2 值与 ADC 相加,曲线下面积从 0.839 增加到 0.886,综合鉴别指数为 4.28%(P < 0.05)。就整体图像质量而言,合成 T2W 图像与传统 T2W 图像相当,而合成 T1W 图像则不如传统 T1W 图像:结论:合成磁共振成像可提供定量弛豫参数和合成 T2W 图像,有助于头颈部肿瘤的特征描述。将 T2 值添加到 ADC 值中可进一步提高肿瘤的分辨能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
5.60
自引率
9.10%
发文量
65
审稿时长
4-8 weeks
期刊介绍: Dentomaxillofacial Radiology (DMFR) is the journal of the International Association of Dentomaxillofacial Radiology (IADMFR) and covers the closely related fields of oral radiology and head and neck imaging. Established in 1972, DMFR is a key resource keeping dentists, radiologists and clinicians and scientists with an interest in Head and Neck imaging abreast of important research and developments in oral and maxillofacial radiology. The DMFR editorial board features a panel of international experts including Editor-in-Chief Professor Ralf Schulze. Our editorial board provide their expertise and guidance in shaping the content and direction of the journal. Quick Facts: - 2015 Impact Factor - 1.919 - Receipt to first decision - average of 3 weeks - Acceptance to online publication - average of 3 weeks - Open access option - ISSN: 0250-832X - eISSN: 1476-542X
期刊最新文献
Peracetic Acid Efficacy on Disinfection of Photostimulable Phosphor Plates. An attempt to generate panoramic radiographs including jaw cysts using StyleGAN3. Facial vascular visualization enhancement based on optical detection technology. The relationship between the uptake of alveolar bone inflammation and of cervical lymph nodes on fluoro-2-deoxy-D-glucose positron emission tomography. Comparison of quantitative radiomorphometric predictors of healthy and MRONJ-affected bone using panoramic radiography and cone-beam CT.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1