Deep Learning- and Transfer Learning-Based Super Resolution Reconstruction from Single Medical Image

Medical images play an important role in medical diagnosis and research. In this paper, a transfer learning- and deep learning-based super resolution reconstruction method is introduced. The proposed method contains one bicubic interpolation template layer and two convolutional layers. The bicubic i...

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Bibliographic Details
Main Authors: YiNan Zhang, MingQiang An
Format: Article
Language:English
Published: Hindawi Limited 2017-01-01
Series:Journal of Healthcare Engineering
Online Access:http://dx.doi.org/10.1155/2017/5859727