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For: Yin Z, Xia K, He Z, Zhang J, Wang S, Zu B. Unpaired Image Denoising via Wasserstein GAN in Low-Dose CT Image with Multi-Perceptual Loss and Fidelity Loss. Symmetry (Basel) 2021;13:126. [DOI: 10.3390/sym13010126] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]  Open
Number Cited by Other Article(s)
1
Zhang K, Niu T, Xu L. DeCoGAN: MVCT image denoising via coupled generative adversarial network. Phys Med Biol 2024;69:145007. [PMID: 38979700 DOI: 10.1088/1361-6560/ad5d4c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 06/28/2024] [Indexed: 07/10/2024]
2
Sherwani MK, Gopalakrishnan S. A systematic literature review: deep learning techniques for synthetic medical image generation and their applications in radiotherapy. FRONTIERS IN RADIOLOGY 2024;4:1385742. [PMID: 38601888 PMCID: PMC11004271 DOI: 10.3389/fradi.2024.1385742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Accepted: 03/11/2024] [Indexed: 04/12/2024]
3
Zhang J, Gong W, Ye L, Wang F, Shangguan Z, Cheng Y. A Review of deep learning methods for denoising of medical low-dose CT images. Comput Biol Med 2024;171:108112. [PMID: 38387380 DOI: 10.1016/j.compbiomed.2024.108112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 01/18/2024] [Accepted: 02/04/2024] [Indexed: 02/24/2024]
4
Li Q, Li R, Li S, Wang T, Cheng Y, Zhang S, Wu W, Zhao J, Qiang Y, Wang L. Unpaired low-dose computed tomography image denoising using a progressive cyclical convolutional neural network. Med Phys 2024;51:1289-1312. [PMID: 36841936 DOI: 10.1002/mp.16331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 02/15/2023] [Accepted: 02/18/2023] [Indexed: 02/27/2023]  Open
5
Liu Y, Chen G, Pang S, Zeng D, Ding Y, Xie G, Ma J, He J. Cross-Domain Unpaired Learning for Low-Dose CT Imaging. IEEE J Biomed Health Inform 2023;27:5471-5482. [PMID: 37676796 DOI: 10.1109/jbhi.2023.3312748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/09/2023]
6
Lepcha DC, Dogra A, Goyal B, Goyal V, Kukreja V, Bavirisetti DP. A constructive non-local means algorithm for low-dose computed tomography denoising with morphological residual processing. PLoS One 2023;18:e0291911. [PMID: 37756296 PMCID: PMC10529561 DOI: 10.1371/journal.pone.0291911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 09/08/2023] [Indexed: 09/29/2023]  Open
7
Muller FM, Maebe J, Vanhove C, Vandenberghe S. Dose reduction and image enhancement in micro-CT using deep learning. Med Phys 2023;50:5643-5656. [PMID: 36994779 DOI: 10.1002/mp.16385] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 02/14/2023] [Accepted: 03/09/2023] [Indexed: 03/31/2023]  Open
8
Zhao F, Liu M, Gao Z, Jiang X, Wang R, Zhang L. Dual-scale similarity-guided cycle generative adversarial network for unsupervised low-dose CT denoising. Comput Biol Med 2023;161:107029. [PMID: 37230021 DOI: 10.1016/j.compbiomed.2023.107029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 04/10/2023] [Accepted: 05/09/2023] [Indexed: 05/27/2023]
9
Lee J, Jeon J, Hong Y, Jeong D, Jang Y, Jeon B, Baek HJ, Cho E, Shim H, Chang HJ. Generative adversarial network with radiomic feature reproducibility analysis for computed tomography denoising. Comput Biol Med 2023;159:106931. [PMID: 37116238 DOI: 10.1016/j.compbiomed.2023.106931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 04/04/2023] [Accepted: 04/13/2023] [Indexed: 04/30/2023]
10
Diwakar M, Kumar P, Singh P, Tripathi A, Singh L. An efficient reversible data hiding using SVD over a novel weighted iterative anisotropic total variation based denoised medical images. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2022.104563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
11
Fu Y, Dong S, Niu M, Xue L, Guo H, Huang Y, Xu Y, Yu T, Shi K, Yang Q, Shi Y, Zhang H, Tian M, Zhuo C. AIGAN: Attention-encoding Integrated Generative Adversarial Network for the reconstruction of low-dose CT and low-dose PET images. Med Image Anal 2023;86:102787. [PMID: 36933386 DOI: 10.1016/j.media.2023.102787] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 11/05/2022] [Accepted: 02/22/2023] [Indexed: 03/04/2023]
12
Chyophel Lepcha D, Goyal B, Dogra A. Low-dose CT image denoising using sparse 3d transformation with probabilistic non-local means for clinical applications. THE IMAGING SCIENCE JOURNAL 2023. [DOI: 10.1080/13682199.2023.2176809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
13
Data augmentation with improved regularisation and sampling for imbalanced blood cell image classification. Sci Rep 2022;12:18101. [PMID: 36302948 PMCID: PMC9613648 DOI: 10.1038/s41598-022-22882-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 10/20/2022] [Indexed: 12/30/2022]  Open
14
Image Denoising Using Nonlocal Regularized Deep Image Prior. Symmetry (Basel) 2021. [DOI: 10.3390/sym13112114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]  Open
15
Marcos L, Alirezaie J, Babyn P. Low Dose CT Image Denoising Using Boosting Attention Fusion GAN with Perceptual Loss. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2021;2021:3407-3410. [PMID: 34891971 DOI: 10.1109/embc46164.2021.9630790] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
16
Kulathilake KASH, Abdullah NA, Bandara AMRR, Lai KW. InNetGAN: Inception Network-Based Generative Adversarial Network for Denoising Low-Dose Computed Tomography. JOURNAL OF HEALTHCARE ENGINEERING 2021;2021:9975762. [PMID: 34552709 PMCID: PMC8452440 DOI: 10.1155/2021/9975762] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 08/18/2021] [Accepted: 08/27/2021] [Indexed: 12/24/2022]
17
Rawat S, Rana K, Kumar V. A novel complex-valued convolutional neural network for medical image denoising. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2021.102859] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
18
Kulathilake KASH, Abdullah NA, Sabri AQM, Lai KW. A review on Deep Learning approaches for low-dose Computed Tomography restoration. COMPLEX INTELL SYST 2021;9:2713-2745. [PMID: 34777967 PMCID: PMC8164834 DOI: 10.1007/s40747-021-00405-x] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 05/18/2021] [Indexed: 02/08/2023]
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