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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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Détails bibliographiques
Publié dans:Proc SPIE Int Soc Opt Eng
Auteurs principaux: Brown, Katherine, Dormer, James, Fei, Baowei, Hoyt, Kenneth
Format: Artigo
Langue:Inglês
Publié: 2019
Sujets:
Accès en ligne: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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