Full-view in vivo skin and blood vessels profile segmentation in photoacoustic imaging based on deep learning

Full-view in vivo skin and blood vessels profile segmentation in photoacoustic imaging based on deep learning

Photoacoustic (PA) microscopy allows imaging of the soft biological tissue based on optical absorption contrast and spatial ultrasound resolution. One of the major applications of PA imaging is its characterization of microvasculature. However, the strong PA signal from skin layer overshadowed the s...

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Bibliographic Details
Main Authors: Cao Duong Ly, Van Tu Nguyen, Tan Hung Vo, Sudip Mondal, Sumin Park, Jaeyeop Choi, Thi Thu Ha Vu, Chang-Seok Kim, Junghwan Oh
Format: article
Language:EN
Published: Elsevier 2022
Subjects:
Photoacoustic imaging
Segmentation
High resolution
Deep learning
U-Net
Physics
QC1-999
Acoustics. Sound
QC221-246
Optics. Light
QC350-467
Online Access:https://doaj.org/article/e0e7fef8bb85424fa5df303e2b336e73
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