• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于复数的 OCT 血管造影算法在相位稳定系统中比基于幅度或相位的算法能更好地恢复微血管信息。

Complex-based OCT angiography algorithm recovers microvascular information better than amplitude- or phase-based algorithms in phase-stable systems.

机构信息

Department of Bioengineering, University of Washington, Seattle, WA 98195, United States of America.

出版信息

Phys Med Biol. 2017 Dec 19;63(1):015023. doi: 10.1088/1361-6560/aa94bc.

DOI:10.1088/1361-6560/aa94bc
PMID:29049034
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5764078/
Abstract

Optical coherence tomography angiography (OCTA) is increasingly becoming a popular inspection tool for biomedical imaging applications. By exploring the amplitude, phase and complex information available in OCT signals, numerous algorithms have been proposed that contrast functional vessel networks within microcirculatory tissue beds. However, it is not clear which algorithm delivers optimal imaging performance. Here, we investigate systematically how amplitude and phase information have an impact on the OCTA imaging performance, to establish the relationship of amplitude and phase stability with OCT signal-to-noise ratio (SNR), time interval and particle dynamics. With either repeated A-scan or repeated B-scan imaging protocols, the amplitude noise increases with the increase of OCT SNR; however, the phase noise does the opposite, i.e. it increases with the decrease of OCT SNR. Coupled with experimental measurements, we utilize a simple Monte Carlo (MC) model to simulate the performance of amplitude-, phase- and complex-based algorithms for OCTA imaging, the results of which suggest that complex-based algorithms deliver the best performance when the phase noise is  <  ~40 mrad. We also conduct a series of in vivo vascular imaging in animal models and human retina to verify the findings from the MC model through assessing the OCTA performance metrics of vessel connectivity, image SNR and contrast-to-noise ratio. We show that for all the metrics assessed, the complex-based algorithm delivers better performance than either the amplitude- or phase-based algorithms for both the repeated A-scan and the B-scan imaging protocols, which agrees well with the conclusion drawn from the MC simulations.

摘要

光学相干断层扫描血管造影术(OCTA)作为一种生物医学成像的新兴检测工具,越来越受到关注。通过探索 OCT 信号中的幅度、相位和复数值等信息,已经提出了许多算法来对比分析微循环组织床内的功能血管网络。然而,目前尚不清楚哪种算法能提供最佳的成像性能。在这里,我们系统地研究了幅度和相位信息对 OCTA 成像性能的影响,建立了幅度和相位稳定性与 OCT 信号噪声比(SNR)、时间间隔和粒子动力学之间的关系。通过重复 A 扫描或重复 B 扫描成像方案,幅度噪声随 OCT SNR 的增加而增加;然而,相位噪声则相反,即随 OCT SNR 的降低而增加。结合实验测量,我们利用简单的蒙特卡罗(MC)模型来模拟基于幅度、相位和复数的 OCTA 成像算法的性能,结果表明,当相位噪声小于约 40 毫拉德时,基于复数的算法能提供最佳的性能。我们还在动物模型和人视网膜中进行了一系列血管成像实验,通过评估血管连接性、图像 SNR 和对比噪声比等 OCTA 性能指标,来验证 MC 模型的结果。结果表明,在所评估的所有指标中,基于复数的算法在重复 A 扫描和 B 扫描成像方案中都优于基于幅度或相位的算法,这与 MC 模拟得出的结论一致。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/5656a021d12f/nihms931728f9.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/e660ef1f9579/nihms931728f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/a502ec743c55/nihms931728f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/4a7f8ece03a2/nihms931728f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/841b0b0d5d0d/nihms931728f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/e37d197ac486/nihms931728f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/b038a9a9c0ab/nihms931728f6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/00e1c11a66b5/nihms931728f7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/d02f8d4ecd4c/nihms931728f8.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/5656a021d12f/nihms931728f9.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/e660ef1f9579/nihms931728f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/a502ec743c55/nihms931728f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/4a7f8ece03a2/nihms931728f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/841b0b0d5d0d/nihms931728f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/e37d197ac486/nihms931728f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/b038a9a9c0ab/nihms931728f6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/00e1c11a66b5/nihms931728f7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/d02f8d4ecd4c/nihms931728f8.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d14e/5764078/5656a021d12f/nihms931728f9.jpg

相似文献

1
Complex-based OCT angiography algorithm recovers microvascular information better than amplitude- or phase-based algorithms in phase-stable systems.基于复数的 OCT 血管造影算法在相位稳定系统中比基于幅度或相位的算法能更好地恢复微血管信息。
Phys Med Biol. 2017 Dec 19;63(1):015023. doi: 10.1088/1361-6560/aa94bc.
2
Methods and algorithms for optical coherence tomography-based angiography: a review and comparison.基于光学相干断层扫描血管造影的方法与算法:综述与比较
J Biomed Opt. 2015 Oct;20(10):100901. doi: 10.1117/1.JBO.20.10.100901.
3
Extended axial imaging range, widefield swept source optical coherence tomography angiography.扩展轴向成像范围,宽视野扫频源光学相干断层扫描血管造影术
J Biophotonics. 2017 Nov;10(11):1464-1472. doi: 10.1002/jbio.201600325. Epub 2017 May 11.
4
Differential phase standard-deviation-based optical coherence tomographic angiography for human retinal imaging in vivo.基于差分相位标准差的光学相干断层扫描血管造影术用于人体视网膜活体成像
Appl Opt. 2019 May 1;58(13):3401-3409. doi: 10.1364/AO.58.003401.
5
Split-spectrum amplitude-decorrelation angiography with optical coherence tomography.光学相干断层扫描的分裂谱幅度去相关血管造影术。
Opt Express. 2012 Feb 13;20(4):4710-25. doi: 10.1364/OE.20.004710.
6
Noise-compensated homotopic non-local regularized reconstruction for rapid retinal optical coherence tomography image acquisitions.用于快速视网膜光学相干断层扫描图像采集的噪声补偿同伦非局部正则化重建
BMC Med Imaging. 2014 Oct 15;14:37. doi: 10.1186/1471-2342-14-37.
7
Postprocessing algorithms to minimize fixed-pattern artifact and reduce trigger jitter in swept source optical coherence tomography.用于最小化固定模式伪影并减少扫频源光学相干断层扫描中触发抖动的后处理算法。
Opt Express. 2015 Apr 20;23(8):9824-34. doi: 10.1364/OE.23.009824.
8
SNR-Adaptive OCT Angiography Enabled by Statistical Characterization of Intensity and Decorrelation With Multi-Variate Time Series Model.基于强度统计特征和多变量时间序列模型的解相关实现的 SNR 自适应 OCT 血管造影。
IEEE Trans Med Imaging. 2019 Nov;38(11):2695-2704. doi: 10.1109/TMI.2019.2910871. Epub 2019 Apr 12.
9
Optimization of the split-spectrum amplitude-decorrelation angiography algorithm on a spectral optical coherence tomography system.光谱光学相干断层扫描系统上的分裂谱幅度去相关血管造影算法的优化
Opt Lett. 2015 May 15;40(10):2305-8. doi: 10.1364/OL.40.002305.
10
New variational image decomposition model for simultaneously denoising and segmenting optical coherence tomography images.用于同时去噪和分割光学相干断层扫描图像的新型变分图像分解模型。
Phys Med Biol. 2015 Nov 21;60(22):8901-22. doi: 10.1088/0031-9155/60/22/8901. Epub 2015 Nov 10.

引用本文的文献

1
Phase-restoring subpixel image registration: enhancing motion detection performance in Fourier-domain optical coherence tomography.相位恢复亚像素图像配准:提高傅里叶域光学相干断层扫描中的运动检测性能
J Phys D Appl Phys. 2025 Apr 7;58(14):145102. doi: 10.1088/1361-6463/adb3b4. Epub 2025 Feb 21.
2
Dual beam optical coherence tomography angiography for decoupling axial velocity gradient.用于解耦轴向速度梯度的双光束光学相干断层扫描血管造影术。
Sci Rep. 2024 Aug 22;14(1):19464. doi: 10.1038/s41598-024-68924-4.
3
Segmentation of retinal microaneurysms in fluorescein fundus angiography images by a novel three-step model.

本文引用的文献

1
Robust numerical phase stabilization for long-range swept-source optical coherence tomography.用于远程扫频源光学相干断层扫描的稳健数值相位稳定
J Biophotonics. 2017 Nov;10(11):1398-1410. doi: 10.1002/jbio.201700034. Epub 2017 May 9.
2
Wide field and highly sensitive angiography based on optical coherence tomography with akinetic swept source.基于光学相干断层扫描和无运动扫频光源的宽视野高灵敏度血管造影术。
Biomed Opt Express. 2016 Dec 22;8(1):420-435. doi: 10.1364/BOE.8.000420. eCollection 2017 Jan 1.
3
Highly efficient eigen decomposition based statistical optical microangiography.
基于一种新型三步模型的荧光素眼底血管造影图像中视网膜微动脉瘤的分割
Front Med (Lausanne). 2024 Jun 19;11:1372091. doi: 10.3389/fmed.2024.1372091. eCollection 2024.
4
Fast optical coherence tomography angiography image acquisition and reconstruction pipeline for skin application.用于皮肤应用的快速光学相干断层扫描血管造影图像采集与重建流程
Biomed Opt Express. 2023 Jul 6;14(8):3899-3913. doi: 10.1364/BOE.486933. eCollection 2023 Aug 1.
5
Comparative study of OCTA algorithms with a high-sensitivity multi-contrast Jones matrix OCT system for human skin imaging.用于人体皮肤成像的高灵敏度多对比度琼斯矩阵光学相干断层扫描血管造影(OCTA)算法的比较研究。
Biomed Opt Express. 2022 Aug 11;13(9):4718-4736. doi: 10.1364/BOE.462941. eCollection 2022 Sep 1.
6
Dynamic inverse SNR-decorrelation OCT angiography with GPU acceleration.具有GPU加速的动态逆信噪比去相关光学相干断层扫描血管造影术
Biomed Opt Express. 2022 May 31;13(6):3615-3628. doi: 10.1364/BOE.459632. eCollection 2022 Jun 1.
7
Endoscopic optical coherence tomography angiography using inverse SNR-amplitude decorrelation features and electrothermal micro-electro-mechanical system raster scan.利用逆信噪比 - 幅度去相关特征和电热微机电系统光栅扫描的内镜光学相干断层扫描血管造影术。
Quant Imaging Med Surg. 2022 Jun;12(6):3078-3091. doi: 10.21037/qims-21-1056.
8
Segmentation of the urothelium in optical coherence tomography images with dynamic contrast.光学相干断层扫描图像中动态对比增强的尿路上皮分割。
J Biomed Opt. 2021 Aug;26(8). doi: 10.1117/1.JBO.26.8.086002.
9
Comparative study of optical coherence tomography angiography algorithms for rodent retinal imaging.鼠视网膜成像的光学相干断层扫描血管造影算法的比较研究。
Exp Biol Med (Maywood). 2021 Oct;246(20):2207-2213. doi: 10.1177/15353702211024572. Epub 2021 Jun 12.
10
Optimizing 3D retinal vasculature imaging in diabetic retinopathy using registration and averaging of OCT-A.利用光学相干断层扫描血管造影(OCT-A)的配准和平均技术优化糖尿病视网膜病变中的三维视网膜血管成像。
Biomed Opt Express. 2020 Dec 22;12(1):553-570. doi: 10.1364/BOE.408590. eCollection 2021 Jan 1.
基于高效特征分解的统计光学微血管造影术
Quant Imaging Med Surg. 2016 Oct;6(5):557-563. doi: 10.21037/qims.2016.10.03.
4
Long-range and wide field of view optical coherence tomography for 3D imaging of large volume object based on akinetic programmable swept source.基于无运动可编程扫频光源的大体积物体三维成像的长距离和宽视场光学相干断层扫描
Biomed Opt Express. 2016 Oct 27;7(11):4734-4748. doi: 10.1364/BOE.7.004734. eCollection 2016 Nov 1.
5
A review of optical coherence tomography angiography (OCTA).光学相干断层扫描血管造影术(OCTA)综述。
Int J Retina Vitreous. 2015 Apr 15;1:5. doi: 10.1186/s40942-015-0005-8. eCollection 2015.
6
Phase-stable swept source OCT angiography in human skin using an akinetic source.使用无运动源的人体皮肤相位稳定扫频源光学相干断层扫描血管造影术。
Biomed Opt Express. 2016 Jul 12;7(8):3032-48. doi: 10.1364/BOE.7.003032. eCollection 2016 Aug 1.
7
Split-spectrum phase-gradient optical coherence tomography angiography.分裂光谱相位梯度光学相干断层扫描血管造影术
Biomed Opt Express. 2016 Jul 11;7(8):2943-54. doi: 10.1364/BOE.7.002943. eCollection 2016 Aug 1.
8
Scalable wide-field optical coherence tomography-based angiography for in vivo imaging applications.基于可扩展宽场光学相干断层扫描的血管造影术用于体内成像应用。
Biomed Opt Express. 2016 Apr 18;7(5):1905-19. doi: 10.1364/BOE.7.001905. eCollection 2016 May 1.
9
Comparison of amplitude-decorrelation, speckle-variance and phase-variance OCT angiography methods for imaging the human retina and choroid.用于人类视网膜和脉络膜成像的幅度去相关、散斑方差和相位方差光学相干断层扫描血管造影方法的比较。
Biomed Opt Express. 2016 Feb 19;7(3):911-42. doi: 10.1364/BOE.7.000911. eCollection 2016 Mar 1.
10
Wide-field optical coherence tomography based microangiography for retinal imaging.基于超广角光学相干断层扫描的视网膜微血管造影成像技术
Sci Rep. 2016 Feb 25;6:22017. doi: 10.1038/srep22017.