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Magnetic resonance image denoising for Rician noise using a novel hybrid transformer‐CNN network (HTC‐net) and self‐supervised pretraining

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Year: 2024
Type: article
Source: Medical Physics
DOI: 10.1002/mp.17562
Authors: Shengjie Shi, Cheng Wang, Sa Xiao, Haidong Li, Xiuchao Zhao, Fumin Guo, Lei Shi, Xin Zhou
Institutions: Wuhan Institute of Physics and Mathematics, Wuhan National Laboratory for Optoelectronics, Innovation Academy for Precision Measurement Science and Technology, CAS, Huazhong University of Science and Technology, Yangtze University, University of Chinese Academy of Sciences, Hainan University
Language: English

Topic: Image and Signal Denoising Methods
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
SDG: Good health and well-being

Open Access status: closed

Funders: National Natural Science Foundation of China, China Postdoctoral Science Foundation, Natural Science Foundation of Hubei Province, National Key Research and Development Program of China
Awards: G4118492077, G59208991, G6156610561, G7060559012, G8358754598, G930103520
OpenAlex ID: W4405106560
FWCI: 1.82
Cites: 43
Cited by: 13
Related to: 10
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