Literature DB >> 28265647

Strip-based registration of serially acquired optical coherence tomography angiography.

Morgan Heisler1, Sieun Lee1, Zaid Mammo2, Yifan Jian1, MyeongJin Ju1, Andrew Merkur2, Eduardo Navajas2, Chandrakumar Balaratnasingam3, Mirza Faisal Beg1, Marinko V Sarunic1.   

Abstract

The visibility of retinal microvasculature in optical coherence tomography angiography (OCT-A) images is negatively affected by the small dimension of the capillaries, pulsatile blood flow, and motion artifacts. Serial acquisition and time-averaging of multiple OCT-A images can enhance the definition of the capillaries and result in repeatable and consistent visualization. We demonstrate an automated method for registration and averaging of serially acquired OCT-A images. Ten OCT-A volumes from six normal control subjects were acquired using our prototype 1060-nm swept source OCT system. The volumes were divided into microsaccade-free en face angiogram strips, which were affine registered using scale-invariant feature transform keypoints, followed by nonrigid registration by pixel-wise local neighborhood matching. The resulting averaged images were presented of all the retinal layers combined, as well as in the superficial and deep plexus layers separately. The contrast-to-noise ratio and signal-to-noise ratio of the angiograms with all retinal layers (reported as average ± standard deviation ) increased from 0.52 ± 0.22 and 19.58 ± 4.04 ?? dB for a single image to 0.77 ± 0.25 and 25.05 ± 4.73 ?? dB , respectively, for the serially acquired images after registration and averaging. The improved visualization of the capillaries can enable robust quantification and study of minute changes in retinal microvasculature.

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Year:  2017        PMID: 28265647     DOI: 10.1117/1.JBO.22.3.036007

Source DB:  PubMed          Journal:  J Biomed Opt        ISSN: 1083-3668            Impact factor:   3.170


  13 in total

1.  Efficient and high accuracy 3-D OCT angiography motion correction in pathology.

Authors:  Stefan B Ploner; Martin F Kraus; Eric M Moult; Lennart Husvogt; Julia Schottenhamml; A Yasin Alibhai; Nadia K Waheed; Jay S Duker; James G Fujimoto; Andreas K Maier
Journal:  Biomed Opt Express       Date:  2020-12-08       Impact factor: 3.732

2.  Automated identification of cone photoreceptors in adaptive optics optical coherence tomography images using transfer learning.

Authors:  Morgan Heisler; Myeong Jin Ju; Mahadev Bhalla; Nathan Schuck; Arman Athwal; Eduardo V Navajas; Mirza Faisal Beg; Marinko V Sarunic
Journal:  Biomed Opt Express       Date:  2018-10-10       Impact factor: 3.732

3.  Gabor optical coherence tomographic angiography (GOCTA) (Part I): human retinal imaging in vivo.

Authors:  Chaoliang Chen; Victor X D Yang
Journal:  Biomed Opt Express       Date:  2017-11-20       Impact factor: 3.732

4.  Effective bidirectional scanning pattern for optical coherence tomography angiography.

Authors:  Myeong Jin Ju; Morgan Heisler; Arman Athwal; Marinko V Sarunic; Yifan Jian
Journal:  Biomed Opt Express       Date:  2018-04-25       Impact factor: 3.732

5.  Gabor optical coherence tomographic angiography (GOCTA) (Part II): theoretical basis of sensitivity improvement and optimization for processing speed.

Authors:  Chaoliang Chen; Weisong Shi; Joel Ramjist; Victor X D Yang
Journal:  Biomed Opt Express       Date:  2019-12-11       Impact factor: 3.732

6.  Non-invasive cellular-resolution retinal imaging with two-photon excited fluorescence.

Authors:  Daniel J Wahl; Myeong Jin Ju; Yifan Jian; Marinko V Sarunic
Journal:  Biomed Opt Express       Date:  2019-08-27       Impact factor: 3.732

7.  Sensorless adaptive-optics optical coherence tomographic angiography.

Authors:  Acner Camino; Pengxiao Zang; Arman Athwal; Shuibin Ni; Yali Jia; David Huang; Yifan Jian
Journal:  Biomed Opt Express       Date:  2020-06-24       Impact factor: 3.732

8.  Multi-scale and -contrast sensorless adaptive optics optical coherence tomography.

Authors:  Myeong Jin Ju; Destiny Hsu; Ji Hoon Kwon; Daniel J Wahl; Stefano Bonora; Yifan Jian; Shuichi Makita; Yoshiaki Yasuno; Marinko V Sarunic
Journal:  Quant Imaging Med Surg       Date:  2019-05

9.  High-speed and widefield handheld swept-source OCT angiography with a VCSEL light source.

Authors:  Shuibin Ni; Xiang Wei; Ringo Ng; Susan Ostmo; Michael F Chiang; David Huang; Yali Jia; J Peter Campbell; Yifan Jian
Journal:  Biomed Opt Express       Date:  2021-05-20       Impact factor: 3.732

10.  Enhanced Visualization of Retinal Microvasculature via Deep Learning on OCTA Image Quality.

Authors:  Yishuang Xu; Yu Su; Dihao Hua; Peter Heiduschka; Wenliang Zhang; Tianyue Cao; Jingcheng Liu; Zhenyu Ji; Nicole Eter
Journal:  Dis Markers       Date:  2021-06-16       Impact factor: 3.434

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