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基于视乳头周围扫描和图形搜索分割的可见光光学相干断层扫描血氧测定法。

Visible-light optical coherence tomography oximetry based on circumpapillary scan and graph-search segmentation.

作者信息

Soetikno Brian T, Beckmann Lisa, Zhang Xian, Fawzi Amani A, Zhang Hao F

机构信息

Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA.

Department of Ophthalmology, Northwestern University, Chicago, IL, USA.

出版信息

Biomed Opt Express. 2018 Jul 10;9(8):3640-3652. doi: 10.1364/BOE.9.003640. eCollection 2018 Aug 1.

Abstract

Visible-light optical coherence tomography (vis-OCT) enables retinal oximetry by measuring the oxygen saturation of hemoglobin (sO) from within individual retinal blood vessels. The sO calculation requires reliable estimation of the true spectrum of backscattered light from the posterior vessel wall. Unfortunately, subject motion and image noise make averaging from multiple A-lines at the same depth position challenging, and lead to inaccurate sO estimation. In this study, we developed an algorithm to reliably extract the backscattered light's spectrum. We used circumpapillary scanning to sample the vessels repeatedly at the same location. A combination of cross-correlation and graph-search based segmentation extracted the posterior wall locations. Using measurements from 100 B-scans as a gold standard, we demonstrated that our method achieved highly accurate measures of sO with minimal bias. In addition, we also investigated how the number of repeated measurements affects the accuracy of sO measurement. Our method sets the stage for large-scale studies of retinal oxygenation in animals and humans.

摘要

可见光光学相干断层扫描(vis-OCT)通过测量单个视网膜血管内血红蛋白的氧饱和度(sO)来实现视网膜血氧测定。sO的计算需要可靠地估计来自血管后壁的背向散射光的真实光谱。不幸的是,受试者的运动和图像噪声使得在相同深度位置对多条A线进行平均具有挑战性,并导致sO估计不准确。在本研究中,我们开发了一种算法来可靠地提取背向散射光的光谱。我们使用视乳头周围扫描在同一位置重复对血管进行采样。互相关和基于图搜索的分割相结合,提取了后壁位置。以100次B扫描的测量结果作为金标准,我们证明了我们的方法以最小的偏差实现了对sO的高度准确测量。此外,我们还研究了重复测量次数如何影响sO测量的准确性。我们的方法为在动物和人类中进行大规模视网膜氧合研究奠定了基础。

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