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Real-time Gabor optical coherence tomographic angiography on human skin using CUDA GPU. | LitMetric

Real-time Gabor optical coherence tomographic angiography on human skin using CUDA GPU.

Biomed Opt Express

Biophotonics and Bioengineering Lab, Department of Electrical, Computer, and Biomedical Engineering, Ryerson University, Toronto, Ontario, Canada.

Published: May 2020

AI Article Synopsis

Article Abstract

We recently proposed an optical coherence tomographic angiography (OCTA) algorithm, Gabor optical coherence tomographic angiography (GOCTA), which can extract microvascular signals from a spectral domain directly with lower computational complexity compared to other algorithms. In this manuscript, we combine a programmable swept source, an OCT complex signal detecting unit, and graphics process units (GPU) to achieve a real-time en-face GOCTA system for human skin microvascular imaging. The programmable swept source can balance the A-scan rate and the spectral tuning range; the polarization-modulation based complex signal detecting unit can double the imaging depth range, and the GPU can accelerate data processing. C++ and CUDA are used as the programming platform where five parallel threads are created for galvo-driving signal generation, data acquisition, data transfer, data processing, and image display, respectively. Two queues (for the raw data and images, respectively) are used to improve the data exchange efficiency among different devices. In this study, the data acquisition time and data processing time for each 3D complex volume (256×304×608 pixels,) are 405.3 and 173.7 milliseconds respectively. To the best of our knowledge, this is the first time to show microvascular images covering 3×3 mm at a refresh rate of 2.5 Hz.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7249826PMC
http://dx.doi.org/10.1364/BOE.392499DOI Listing

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