MSD-Net: Multi-scale dense convolutional neural network for photoacoustic image reconstruction with sparse data

MSD-Net: Multi-scale dense convolutional neural network for photoacoustic image reconstruction with sparse data

Photoacoustic imaging (PAI) is an emerging hybrid imaging technology that combines the advantages of optical and ultrasound imaging. Despite its excellent imaging capabilities, PAI still faces numerous challenges in clinical applications, particularly sparse spatial sampling and limited view detecti...

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Bibliographic Details
Main Authors: Liangjie Wang, Yi-Chao Meng, Yiming Qian
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Photoacoustics
Subjects:
Biomedical imaging
Photoacoustic imaging
Deep learning
Convolutional networks
Online Access:http://www.sciencedirect.com/science/article/pii/S221359792400096X
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