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Visible-light optical coherence tomography oximetry based on circumpapillary scan and graph-search segmentation
Brian T Soetikno1,2,3, Lisa Beckmann1, Xian Zhang1
1Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA.
Biomedical Optics Express
|October 20, 2018
Summary
This study introduces a new algorithm for accurate retinal oximetry using visible-light optical coherence tomography (vis-OCT). The method improves oxygen saturation (sO2) measurements by reliably extracting backscattered light spectra from retinal vessels.
Area of Science:
- Ophthalmology
- Biomedical Optics
- Medical Imaging
Background:
- Visible-light optical coherence tomography (vis-OCT) allows for retinal oximetry, measuring hemoglobin oxygen saturation (sO2) in individual retinal blood vessels.
- Accurate sO2 calculation depends on precise estimation of backscattered light spectra from the posterior vessel wall.
- Subject motion and image noise complicate spectral estimation, leading to inaccurate sO2 measurements.
Purpose of the Study:
- To develop and validate a novel algorithm for reliable spectral extraction of backscattered light in vis-OCT.
- To improve the accuracy and reliability of retinal oximetry (sO2) measurements.
- To assess the impact of repeated measurements on sO2 accuracy.
Main Methods:
- Utilized circumpapillary scanning for repeated sampling of retinal vessels at identical locations.
- Employed a combined cross-correlation and graph-search based segmentation approach to identify posterior vessel wall locations.
- Validated the algorithm against 100 B-scans, considered a gold standard.
Main Results:
- The developed algorithm demonstrated highly accurate sO2 measurements with minimal bias.
- The study quantified the effect of the number of repeated measurements on the precision of sO2 estimation.
- Successful extraction of backscattered light spectra was achieved despite motion and noise.
Conclusions:
- The novel algorithm significantly enhances the reliability of retinal oximetry using vis-OCT.
- This method provides a foundation for future large-scale investigations into retinal oxygenation in both animal models and human subjects.
- Improved spectral estimation paves the way for more robust clinical and research applications of vis-OCT.
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