High-performance laser speckle contrast image vascular segmentation without delicate pseudo-label reliance

High-performance laser speckle contrast image vascular segmentation without delicate pseudo-label reliance

Laser speckle contrast imaging (LSCI) is a noninvasive, label-free technique that allows real-time investigation of the microcirculation situation of biological tissue. High-quality microvascular segmentation is critical for analyzing and evaluating vascular morphology and blood flow dynamics. Howev...

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Bibliographic Details
Main Authors: Shenglan Yao, Huiling Wu, Suzhong Fu, Shuting Ling, Kun Wang, Hongqin Yang, Yaqin He, Xiaolan Ma, Xiaofeng Ye, Xiaofei Wen, Qingliang Zhao
Format: Article
Language:English
Published: World Scientific Publishing 2025-01-01
Series:Journal of Innovative Optical Health Sciences
Subjects:
Biomedical imaging
laser speckle contrast imaging
vessel segmentation
weakly supervised learning
microcirculation
Online Access:https://www.worldscientific.com/doi/10.1142/S1793545824500159
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