TY - JOUR
T1 - Robust Ultrafast Projection Pipeline for Structural and Angiography Imaging of Fourier-Domain Optical Coherence Tomography
AU - Zhang, Thomas
AU - Liao, Jinpeng
AU - Zhang, Yilong
AU - Huang, Zhihong
AU - Li, Chunhui
N1 - Publisher Copyright:
© 2024 by the authors.
PY - 2024/7/12
Y1 - 2024/7/12
N2 - The current methods to generate projections for structural and angiography imaging ofFourier-Domain optical coherence tomography (FD-OCT) are significantly slow for prediagnosisimprovement, prognosis, real-time surgery guidance, treatments, and lesion boundary definition.This study introduced a robust ultrafast projection pipeline (RUPP) and aimed to develop and evaluate the efficacy of RUPP. RUPP processes raw interference signals to generate structural projectionswithout the need for Fourier Transform. Various angiography reconstruction algorithms were utilized for efficient projections. Traditional methods were compared to RUPP using PSNR, SSIM, andprocessing time as evaluation metrics. The study used 22 datasets (hand skin: 9; labial mucosa: 13)from 8 volunteers, acquired with a swept-source optical coherence tomography system. RUPP significantly outperformed traditional methods in processing time, requiring only 0.040 s for structuralprojections, which is 27 times faster than traditional summation projections. For angiography projections, the best RUPP variation took 0.15 s, making it 7518 times faster than the windowed eigendecomposition method. However, PSNR decreased by 41–45% and SSIM saw reductions of 25–74%.RUPP demonstrated remarkable speed improvements over traditional methods, indicating its potential for real-time structural and angiography projections in FD-OCT, thereby enhancing clinicalprediagnosis, prognosis, surgery guidance, and treatment efficacy.
AB - The current methods to generate projections for structural and angiography imaging ofFourier-Domain optical coherence tomography (FD-OCT) are significantly slow for prediagnosisimprovement, prognosis, real-time surgery guidance, treatments, and lesion boundary definition.This study introduced a robust ultrafast projection pipeline (RUPP) and aimed to develop and evaluate the efficacy of RUPP. RUPP processes raw interference signals to generate structural projectionswithout the need for Fourier Transform. Various angiography reconstruction algorithms were utilized for efficient projections. Traditional methods were compared to RUPP using PSNR, SSIM, andprocessing time as evaluation metrics. The study used 22 datasets (hand skin: 9; labial mucosa: 13)from 8 volunteers, acquired with a swept-source optical coherence tomography system. RUPP significantly outperformed traditional methods in processing time, requiring only 0.040 s for structuralprojections, which is 27 times faster than traditional summation projections. For angiography projections, the best RUPP variation took 0.15 s, making it 7518 times faster than the windowed eigendecomposition method. However, PSNR decreased by 41–45% and SSIM saw reductions of 25–74%.RUPP demonstrated remarkable speed improvements over traditional methods, indicating its potential for real-time structural and angiography projections in FD-OCT, thereby enhancing clinicalprediagnosis, prognosis, surgery guidance, and treatment efficacy.
KW - optical coherence tomography (OCT)
KW - optical coherence tomography based angiography
KW - OCTA
KW - angiography projection
KW - OCTA projection
UR - http://www.scopus.com/inward/record.url?scp=85199645731&partnerID=8YFLogxK
U2 - 10.3390/diagnostics14141509
DO - 10.3390/diagnostics14141509
M3 - Article
C2 - 39061645
SN - 2075-4418
VL - 14
JO - Diagnostics
JF - Diagnostics
IS - 14
M1 - 1509
ER -