This demo is intended to implement Ultrasound Localization Microscopy by a modified sub-pixel convolutional neural network (mSPCN-ULM). The detailed information can be referred in Liu et al. "Deep Learning for Ultrasound Localization Microscopy (DOI: 10.1109/TMI.2020.2986781)".

Dataset Files

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Documentation: 
AttachmentSize
File mSPCN-ULM Documentation.pdf1.62 MB
[1] xin liu, jianwen luo, "US data from in vivo rat kidney", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/jdgd-0379. Accessed: Oct. 15, 2024.
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author = {xin liu; jianwen luo },
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title = {US data from in vivo rat kidney},
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AU - xin liu; jianwen luo
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xin liu, jianwen luo. (2020). US data from in vivo rat kidney. IEEE Dataport. http://dx.doi.org/10.21227/jdgd-0379
xin liu, jianwen luo, 2020. US data from in vivo rat kidney. Available at: http://dx.doi.org/10.21227/jdgd-0379.
xin liu, jianwen luo. (2020). "US data from in vivo rat kidney." Web.
1. xin liu, jianwen luo. US data from in vivo rat kidney [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/jdgd-0379
xin liu, jianwen luo. "US data from in vivo rat kidney." doi: 10.21227/jdgd-0379