Tag : Signal to noise ratio

AI/ML

Robustness study of noisy annotation in deep learning based medical image segmentation.

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Related Articles Robustness study of noisy annotation in deep learning based medical image segmentation. Phys Med Biol. 2020 08 27;65(17):175007 Authors: Yu S, Chen M,...
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The reduction of 176Lu background in Lu-based PET scanners using optimized classification.

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Related Articles The reduction of 176Lu background in Lu-based PET scanners using optimized classification. Phys Med Biol. 2020 08 27;65(17):175016 Authors: Wang Q, Mikhaylova E,...
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Quantitative and Qualitative Evaluation of Convolutional Neural Networks with a Deeper U-Net for Sparse-View Computed Tomography Reconstruction.

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Related Articles Quantitative and Qualitative Evaluation of Convolutional Neural Networks with a Deeper U-Net for Sparse-View Computed Tomography Reconstruction. Acad Radiol. 2020 04;27(4):563-574 Authors: Nakai...
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An enhanced adaptive non-local means algorithm for Rician noise reduction in magnetic resonance brain images.

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Related Articles An enhanced adaptive non-local means algorithm for Rician noise reduction in magnetic resonance brain images. BMC Med Imaging. 2020 01 06;20(1):2 Authors: Chen...
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High-resolution bathymetry by deep-learning-based image superresolution.

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Related Articles High-resolution bathymetry by deep-learning-based image superresolution. PLoS One. 2020;15(7):e0235487 Authors: Sonogashira M, Shonai M, Iiyama M Abstract Seafloor mapping to create bathymetric charts...
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Analysis of the pattern recognition algorithm of broadband satellite modulation signal under deformable convolutional neural networks.

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Related Articles Analysis of the pattern recognition algorithm of broadband satellite modulation signal under deformable convolutional neural networks. PLoS One. 2020;15(7):e0234068 Authors: Li H, Li...
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Mu-net: Multi-scale U-net for two-photon microscopy image denoising and restoration.

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Related Articles Mu-net: Multi-scale U-net for two-photon microscopy image denoising and restoration. Neural Netw. 2020 May;125:92-103 Authors: Lee S, Negishi M, Urakubo H, Kasai H,...
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PET image super-resolution using generative adversarial networks.

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Related Articles PET image super-resolution using generative adversarial networks. Neural Netw. 2020 May;125:83-91 Authors: Song TA, Chowdhury SR, Yang F, Dutta J Abstract The intrinsically...
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Temporally downsampled cerebral CT perfusion image restoration using deep residual learning.

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Related Articles Temporally downsampled cerebral CT perfusion image restoration using deep residual learning. Int J Comput Assist Radiol Surg. 2020 Feb;15(2):193-201 Authors: Zhu H, Tong...

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