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Deep 3D convolutional neural networks for fast super-resolution ultrasound imaging

Super-resolution ultrasound imaging (SR-US) is a new technique which breaks the diffraction limit and can help visualize microvascularity at a resolution of tens of microns. However, image processing methods for spatiotemporal filtering needed in SR-US for microvascular delineation, such as singular...

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Bibliografske podrobnosti
izdano v:Proc SPIE Int Soc Opt Eng
Main Authors: Brown, Katherine, Dormer, James, Fei, Baowei, Hoyt, Kenneth
Format: Artigo
Jezik:Inglês
Izdano: 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7261615/
https://ncbi.nlm.nih.gov/pubmed/32476699
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2511897
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