Denoising of 3D magnetic resonance images with multi-channel residual learning of convolutional neural network.
Purpose: To test if the proposed deep learning based denoising method denoising convolutional neural networks (DnCNN) with residual learning and multi-channel strategy can denoise three dimensional MR images with Rician noise robustly.Materials and Methods: Multi-channel DnCNN (MCDnCNN) method with...
| Published in: | Japanese Journal of Radiology Vol. 36; no. 9; pp. 566 - 575 |
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| Main Authors: | , , , , , |
| Format: | Journal Article |
| Published: |
Springer Nature
Sep2018
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| Online Access: | View this record in EBSCOhost |