WSA-MP-Net: Weak-signal-attention and multi-scale perception network for microvascular extraction in optical-resolution photoacoustic microcopy

WSA-MP-Net: Weak-signal-attention and multi-scale perception network for microvascular extraction in optical-resolution photoacoustic microcopy

The unique advantage of optical-resolution photoacoustic microscopy (OR-PAM) is its ability to achieve high-resolution microvascular imaging without exogenous agents. This ability has excellent potential in the study of tissue microcirculation. However, tracing and monitoring microvascular morpholog...

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Bibliographic Details
Main Authors: Jing Meng, Jialing Yu, Zhifeng Wu, Fei Ma, Yuanke Zhang, Chengbo Liu
Format: Article
Language:English
Published: Elsevier 2024-06-01
Series:Photoacoustics
Subjects:
Optical-resolution photoacoustic microscopy
Microvascular extraction
Deep learning
Hessian-matrix enhancement
Online Access:http://www.sciencedirect.com/science/article/pii/S221359792400017X

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