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

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 en-face 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 en-face microvascular images covering 3×3 mm2 at a refresh rate of 2.5 Hz.

[1]  Martin F. Kraus,et al.  Split-spectrum amplitude-decorrelation angiography with optical coherence tomography , 2012, Optics express.

[2]  Qienyuan Zhou,et al.  RETINAL VASCULAR PERFUSION DENSITY MAPPING USING OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY IN NORMALS AND DIABETIC RETINOPATHY PATIENTS , 2015, Retina.

[3]  Changhuei Yang,et al.  Mobility and transverse flow visualization using phase variance contrast with spectral domain optical coherence tomography. , 2007, Optics express.

[4]  R. Leitgeb,et al.  High speed full range complex spectral domain optical coherence tomography. , 2005, Optics express.

[5]  A C S Tan,et al.  An overview of the clinical applications of optical coherence tomography angiography , 2018, Eye.

[6]  Iwona Gorczynska,et al.  Megahertz-rate optical coherence tomography angiography improves the contrast of the choriocapillaris and choroid in human retinal imaging. , 2018, Biomedical optics express.

[7]  Victor X D Yang,et al.  High speed, wide velocity dynamic range Doppler optical coherence tomography (Part V): Optimal utilization of multi-beam scanning for Doppler and speckle variance microvascular imaging. , 2017, Optics express.

[8]  Aki Kato,et al.  ENLARGEMENT OF FOVEAL AVASCULAR ZONE IN DIABETIC EYES EVALUATED BY EN FACE OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY , 2015, Retina.

[9]  Victor X D Yang,et al.  Differential standard deviation of log‐scale intensity based optical coherence tomography angiography , 2017, Journal of biophotonics.

[10]  Victor X D Yang,et al.  Differential phase standard-deviation-based optical coherence tomographic angiography for human retinal imaging in vivo. , 2019, Applied optics.

[11]  Katharina Gaus,et al.  Protease sensing using nontoxic silicon quantum dots. , 2017, Journal of biomedical optics.

[12]  Shoude Chang,et al.  3x3 Mach-Zehnder interferometer with unbalanced differential detection for full-range swept-source optical coherence tomography. , 2008, Applied optics.

[13]  Victor X D Yang,et al.  Gabor optical coherence tomographic angiography (GOCTA) (Part I): human retinal imaging in vivo. , 2017, Biomedical optics express.

[14]  Martin Leahy,et al.  In vivo imaging of the microcirculation of the volar forearm using correlation mapping optical coherence tomography (cmOCT) , 2011, Biomedical optics express.

[15]  B E Bouma,et al.  Elimination of depth degeneracy in optical frequency-domain imaging through polarization-based optical demodulation. , 2006, Optics letters.

[16]  Gangjun Liu,et al.  Automated motion correction using parallel-strip registration for wide-field en face OCT angiogram. , 2016, Biomedical optics express.

[17]  R. Spaide,et al.  Retinal vascular layers imaged by fluorescein angiography and optical coherence tomography angiography. , 2015, JAMA ophthalmology.

[18]  Myeong Jin Ju,et al.  Effective bidirectional scanning pattern for optical coherence tomography angiography. , 2018, Biomedical optics express.

[19]  J. D. de Boer,et al.  Doppler standard deviation imaging for clinical monitoring of in vivo human skin blood flow. , 2000, Optics letters.

[20]  Wanrong Gao,et al.  Imaginary part-based correlation mapping optical coherence tomography for imaging of blood vessels in vivo , 2015, Journal of biomedical optics.

[21]  Yali Jia,et al.  Real-time cross-sectional and en face OCT angiography guiding high-quality scan acquisition. , 2019, Optics letters.

[22]  Iwona Gorczynska,et al.  Challenges and advantages in wide-field optical coherence tomography angiography imaging of the human retinal and choroidal vasculature at 1.7-MHz A-scan rate , 2017, Journal of biomedical optics.

[23]  Yu Shang,et al.  Near-infrared diffuse optical monitoring of cerebral blood flow and oxygenation for the prediction of vasovagal syncope , 2014, Journal of biomedical optics.

[24]  Ruikang K. Wang,et al.  4D optical coherence tomography-based micro-angiography achieved by 1.6-MHz FDML swept source. , 2015, Optics letters.

[25]  Victor X D Yang,et al.  Gabor optical coherence tomographic angiography (GOCTA) (Part II): theoretical basis of sensitivity improvement and optimization for processing speed. , 2020, Biomedical optics express.

[26]  Adrian Mariampillai,et al.  Optimized speckle variance OCT imaging of microvasculature. , 2010, Optics letters.

[27]  Barry Vuong,et al.  Histogram flow mapping with optical coherence tomography for in vivo skin angiography of hereditary hemorrhagic telangiectasia. , 2014, Journal of biomedical optics.

[28]  Kevin Wong,et al.  Real-time acquisition and display of flow contrast using speckle variance optical coherence tomography in a graphics processing unit , 2014, Journal of biomedical optics.

[29]  S. Yun,et al.  Phase-resolved optical frequency domain imaging. , 2005, Optics express.

[30]  Qin Huang,et al.  Ultrahigh speed endoscopic optical coherence tomography for gastroenterology. , 2014, Biomedical optics express.

[31]  Chen D. Lu,et al.  Phase-sensitive swept-source optical coherence tomography imaging of the human retina with a vertical cavity surface-emitting laser light source. , 2013, Optics letters.

[32]  Adrian Mariampillai,et al.  Real-time speckle variance swept-source optical coherence tomography using a graphics processing unit , 2012, Biomedical optics express.

[33]  Ruikang K. Wang,et al.  Three dimensional optical angiography. , 2007, Optics express.

[34]  Ruikang K. Wang,et al.  Wide-field optical coherence tomography based microangiography for retinal imaging , 2016, Scientific Reports.

[35]  Maciej Wojtkowski,et al.  Complex spectral interferometry OCT , 1998, European Conference on Biomedical Optics.

[36]  Ahhyun S Nam,et al.  Complex differential variance algorithm for optical coherence tomography angiography. , 2014, Biomedical optics express.

[37]  Michael Pircher,et al.  Full range complex spectral domain optical coherence tomography without additional phase shifters. , 2007, Optics express.

[38]  Ruikang K. Wang,et al.  Full range complex ultrahigh sensitive optical microangiography. , 2011, Optics letters.