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...
| Publicado en: | Japanese Journal of Radiology Vol. 36; no. 9; pp. 566 - 575 |
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| Autores principales: | , , , , , |
| Formato: | Journal Article |
| Publicado: |
Springer Nature
Sep2018
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| Acceso en línea: | Ver este registro en EBSCOhost |