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Supervised and Unsupervised Deep Learning Methods for Low-Dose CT Image Denoising
2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)
◽
10.1109/nss/mic42677.2020.9508074
◽
2020
◽
Author(s):
Shiwei Zhou
◽
Lifeng Yu
◽
Mingwu Jin
Keyword(s):
Deep Learning
◽
Image Denoising
◽
Low Dose
◽
Ct Image
◽
Learning Methods
◽
Low Dose Ct
◽
Unsupervised Deep Learning
Download Full-text
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Investigation of Low-Dose CT Image Denoising Using Unpaired Deep Learning Methods
IEEE Transactions on Radiation and Plasma Medical Sciences
◽
10.1109/trpms.2020.3007583
◽
2020
◽
pp. 1-1
Author(s):
Zeheng Li
◽
Shiwei Zhou
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Junzhou Huang
◽
Lifeng Yu
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Mingwu Jin
Keyword(s):
Deep Learning
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Image Denoising
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Low Dose
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Ct Image
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Low-Dose CT Image Denoising and Pulmonary Nodule Identification
Proceedings of the 2019 2nd International Conference on Sensors, Signal and Image Processing - SSIP 2019
◽
10.1145/3365245.3365252
◽
2019
◽
Author(s):
Zheng Chen
◽
Zhengping Yong
Keyword(s):
Image Denoising
◽
Pulmonary Nodule
◽
Low Dose
◽
Ct Image
◽
Low Dose Ct
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Low-dose CT image denoising using residual convolutional network with fractional TV loss
Neurocomputing
◽
10.1016/j.neucom.2020.10.004
◽
2020
◽
Author(s):
Miao Chen
◽
Yi-Fei Pu
◽
Yu-Cai Bai
Keyword(s):
Image Denoising
◽
Low Dose
◽
Ct Image
◽
Convolutional Network
◽
Low Dose Ct
Download Full-text
Low-Dose CT Image Denoising Based on Improved WGAN-gp
Journal of New Media
◽
10.32604/jnm.2019.06259
◽
2019
◽
Vol 1
(2)
◽
pp. 75-85
Author(s):
Zhenlong Du
◽
Chao Ye
◽
Yujia Yan
◽
Xiaoli Li
Keyword(s):
Image Denoising
◽
Low Dose
◽
Ct Image
◽
Low Dose Ct
Download Full-text
Quantitative analysis of dopamine transporter imaging using generating MR image from low dose CT image and segmentation by deep learning
International Forum on Medical Imaging in Asia 2019
◽
10.1117/12.2521690
◽
2019
◽
Author(s):
Shogo Yokoi
◽
Takeshi Hara
◽
Tetsuro Katafuchi
◽
Masaki Matsusako
◽
Xiangrong Zhou
◽
...
Keyword(s):
Deep Learning
◽
Quantitative Analysis
◽
Dopamine Transporter
◽
Low Dose
◽
Ct Image
◽
Mr Image
◽
Dopamine Transporter Imaging
◽
Low Dose Ct
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Low-dose CT image denoising without high-dose reference images
15th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine
◽
10.1117/12.2533654
◽
2019
◽
Cited By ~ 4
Author(s):
Nimu Yuan
◽
Jian Zhou
◽
Jinyi Qi
Keyword(s):
Image Denoising
◽
Low Dose
◽
High Dose
◽
Ct Image
◽
Low Dose Ct
◽
Reference Images
Download Full-text
Low Dose CT Image Denoising Using Multi-level Feature Fusion Network and Edge Constraints
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
◽
10.1109/bibm47256.2019.8982997
◽
2019
◽
Author(s):
Dongdong Ren
◽
Jinbao Li
◽
Lingli Li
◽
Haiwei Pan
◽
Minglei Shu
Keyword(s):
Image Denoising
◽
Low Dose
◽
Feature Fusion
◽
Ct Image
◽
Low Dose Ct
◽
Multi Level
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A Fractional-Order Variational Residual CNN for Low Dose CT Image Denoising
Intelligent Computing Theories and Application - Lecture Notes in Computer Science
◽
10.1007/978-3-030-26763-6_23
◽
2019
◽
pp. 238-249
◽
Cited By ~ 3
Author(s):
Miao Chen
◽
Yi-Fei Pu
◽
Yu-Cai Bai
Keyword(s):
Image Denoising
◽
Fractional Order
◽
Low Dose
◽
Ct Image
◽
Low Dose Ct
Download Full-text
A Model-Based Unsupervised Deep Learning Method for Low-Dose CT Reconstruction
IEEE Access
◽
10.1109/access.2020.3020406
◽
2020
◽
Vol 8
◽
pp. 159260-159273
Author(s):
Kaichao Liang
◽
Li Zhang
◽
Hongkai Yang
◽
Zhiqiang Chen
◽
Yuxiang Xing
Keyword(s):
Deep Learning
◽
Low Dose
◽
Learning Method
◽
Ct Reconstruction
◽
Low Dose Ct
◽
Model Based
◽
Unsupervised Deep Learning
Download Full-text
Deep Learning with Adaptive Hyper-parameters for Low-Dose CT Image Reconstruction
IEEE Transactions on Computational Imaging
◽
10.1109/tci.2021.3093003
◽
2021
◽
pp. 1-1
Author(s):
Qiaoqiao Ding
◽
Yuesong Nan
◽
Hao Gao
◽
Hui Ji
Keyword(s):
Deep Learning
◽
Image Reconstruction
◽
Low Dose
◽
Ct Image
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Low Dose Ct
◽
Ct Image Reconstruction
Download Full-text
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