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For: Umehara K, Ota J, Ishida T. Application of Super-Resolution Convolutional Neural Network for Enhancing Image Resolution in Chest CT. J Digit Imaging 2019;31:441-450. [PMID: 29047035 DOI: 10.1007/s10278-017-0033-z] [Citation(s) in RCA: 79] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]  Open
Number Cited by Other Article(s)
1
Rai S, Bhatt JS, Patra SK. An AI-Based Low-Risk Lung Health Image Visualization Framework Using LR-ULDCT. JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2024;37:2047-2062. [PMID: 38491236 DOI: 10.1007/s10278-024-01062-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 01/18/2024] [Accepted: 02/12/2024] [Indexed: 03/18/2024]
2
Rofena A, Guarrasi V, Sarli M, Piccolo CL, Sammarra M, Zobel BB, Soda P. A deep learning approach for virtual contrast enhancement in Contrast Enhanced Spectral Mammography. Comput Med Imaging Graph 2024;116:102398. [PMID: 38810487 DOI: 10.1016/j.compmedimag.2024.102398] [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: 08/21/2023] [Revised: 05/07/2024] [Accepted: 05/07/2024] [Indexed: 05/31/2024]
3
Emoto T, Nagayama Y, Takada S, Sakabe D, Shigematsu S, Goto M, Nakato K, Yoshida R, Harai R, Kidoh M, Oda S, Nakaura T, Hirai T. Super-resolution deep-learning reconstruction for cardiac CT: impact of radiation dose and focal spot size on task-based image quality. Phys Eng Sci Med 2024;47:1001-1014. [PMID: 38884668 DOI: 10.1007/s13246-024-01423-y] [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: 09/07/2023] [Accepted: 04/04/2024] [Indexed: 06/18/2024]
4
Su Y, Ang LM, Seng KP, Smith J. Deep Learning and Neural Architecture Search for Optimizing Binary Neural Network Image Super Resolution. Biomimetics (Basel) 2024;9:369. [PMID: 38921249 PMCID: PMC11202081 DOI: 10.3390/biomimetics9060369] [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: 05/06/2024] [Revised: 06/11/2024] [Accepted: 06/15/2024] [Indexed: 06/27/2024]  Open
5
Shin M, Seo M, Lee K, Yoon K. Super-resolution techniques for biomedical applications and challenges. Biomed Eng Lett 2024;14:465-496. [PMID: 38645589 PMCID: PMC11026337 DOI: 10.1007/s13534-024-00365-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 02/12/2024] [Accepted: 02/18/2024] [Indexed: 04/23/2024]  Open
6
Fok WYR, Fieselmann A, Herbst M, Ritschl L, Kappler S, Saalfeld S. Deep learning in computed tomography super resolution using multi-modality data training. Med Phys 2024;51:2846-2860. [PMID: 37972365 DOI: 10.1002/mp.16825] [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: 06/01/2023] [Revised: 10/25/2023] [Accepted: 10/25/2023] [Indexed: 11/19/2023]  Open
7
Nam JG, Kang SK, Choi H, Hong W, Park J, Goo JM, Lee JS, Park CM. Sixty-four-fold data reduction of chest radiographs using a super-resolution convolutional neural network. Br J Radiol 2024;97:632-639. [PMID: 38265235 PMCID: PMC11027241 DOI: 10.1093/bjr/tqae006] [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: 03/15/2023] [Revised: 11/13/2023] [Accepted: 01/10/2024] [Indexed: 01/25/2024]  Open
8
Higaki T. [[CT] 5. Various CT Image Reconstruction Methods Applying Deep Learning]. Nihon Hoshasen Gijutsu Gakkai Zasshi 2024;80:112-117. [PMID: 38246633 DOI: 10.6009/jjrt.2024-2309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2024]
9
Liu X, Su S, Gu W, Yao T, Shen J, Mo Y. Super-Resolution Reconstruction of CT Images Based on Multi-scale Information Fused Generative Adversarial Networks. Ann Biomed Eng 2024;52:57-70. [PMID: 38064116 DOI: 10.1007/s10439-023-03412-w] [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: 06/27/2023] [Accepted: 11/16/2023] [Indexed: 01/04/2024]
10
Tang W, Li Z, Zou Y, Liao J, Li B. A multimodal pipeline for image correction and registration of mass spectrometry imaging with microscopy. Anal Chim Acta 2023;1283:341969. [PMID: 37977791 DOI: 10.1016/j.aca.2023.341969] [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: 05/28/2023] [Revised: 10/12/2023] [Accepted: 10/26/2023] [Indexed: 11/19/2023]
11
Ohashi K, Nagatani Y, Yoshigoe M, Iwai K, Tsuchiya K, Hino A, Kida Y, Yamazaki A, Ishida T. Applicability Evaluation of Full-Reference Image Quality Assessment Methods for Computed Tomography Images. J Digit Imaging 2023;36:2623-2634. [PMID: 37550519 PMCID: PMC10584745 DOI: 10.1007/s10278-023-00875-0] [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: 03/02/2023] [Revised: 06/22/2023] [Accepted: 06/23/2023] [Indexed: 08/09/2023]  Open
12
Nagayama Y, Emoto T, Kato Y, Kidoh M, Oda S, Sakabe D, Funama Y, Nakaura T, Hayashi H, Takada S, Uchimura R, Hatemura M, Tsujita K, Hirai T. Improving image quality with super-resolution deep-learning-based reconstruction in coronary CT angiography. Eur Radiol 2023;33:8488-8500. [PMID: 37432405 DOI: 10.1007/s00330-023-09888-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 03/22/2023] [Accepted: 04/23/2023] [Indexed: 07/12/2023]
13
Choi HS, Kim JS, Whangbo TK, Eun SJ. Improved Detection of Urolithiasis Using High-Resolution Computed Tomography Images by a Vision Transformer Model. Int Neurourol J 2023;27:S99-103. [PMID: 38048824 DOI: 10.5213/inj.2346292.146] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Accepted: 11/11/2023] [Indexed: 12/06/2023]  Open
14
Chan TJ, Rajapakse CS. A Super-Resolution Diffusion Model for Recovering Bone Microstructure from CT Images. Radiol Artif Intell 2023;5:e220251. [PMID: 38074790 PMCID: PMC10698592 DOI: 10.1148/ryai.220251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 08/02/2023] [Accepted: 09/01/2023] [Indexed: 02/12/2024]
15
Alruily M, Said W, Mostafa AM, Ezz M, Elmezain M. Breast Ultrasound Images Augmentation and Segmentation Using GAN with Identity Block and Modified U-Net 3. SENSORS (BASEL, SWITZERLAND) 2023;23:8599. [PMID: 37896692 PMCID: PMC10610596 DOI: 10.3390/s23208599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 10/10/2023] [Accepted: 10/16/2023] [Indexed: 10/29/2023]
16
McCollough CH, Rajiah PS. Milestones in CT: Past, Present, and Future. Radiology 2023;309:e230803. [PMID: 37847140 PMCID: PMC10644676 DOI: 10.1148/radiol.230803] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2023]
17
Missert AD, Hsieh SS, Ferrero A, McCollough CH. Supervised Learning for CT Denoising and Deconvolution Without High-Resolution Reference Images. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.08.31.23294861. [PMID: 37693583 PMCID: PMC10491378 DOI: 10.1101/2023.08.31.23294861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2023]
18
Qiu D, Cheng Y, Wang X. Medical image super-resolution reconstruction algorithms based on deep learning: A survey. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023;238:107590. [PMID: 37201252 DOI: 10.1016/j.cmpb.2023.107590] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 03/21/2023] [Accepted: 05/05/2023] [Indexed: 05/20/2023]
19
Improving the diagnostic performance of computed tomography angiography for intracranial large arterial stenosis by a novel super-resolution algorithm based on multi-scale residual denoising generative adversarial network. Clin Imaging 2023;96:1-8. [PMID: 36731372 DOI: 10.1016/j.clinimag.2023.01.009] [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: 08/24/2022] [Revised: 01/12/2023] [Accepted: 01/18/2023] [Indexed: 01/30/2023]
20
Kim H, Lee H, Lee D. Deep learning-based computed tomographic image super-resolution via wavelet embedding. Radiat Phys Chem Oxf Engl 1993 2023;205:110718. [PMID: 37384306 PMCID: PMC10299762 DOI: 10.1016/j.radphyschem.2022.110718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
21
Mohammad-Rahimi H, Vinayahalingam S, Mahmoudinia E, Soltani P, Bergé SJ, Krois J, Schwendicke F. Super-Resolution of Dental Panoramic Radiographs Using Deep Learning: A Pilot Study. Diagnostics (Basel) 2023;13:996. [PMID: 36900140 PMCID: PMC10000385 DOI: 10.3390/diagnostics13050996] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 02/27/2023] [Accepted: 03/02/2023] [Indexed: 03/08/2023]  Open
22
Azour L, Hu Y, Ko JP, Chen B, Knoll F, Alpert JB, Brusca-Augello G, Mason DM, Wickstrom ML, Kwon YJF, Babb J, Liang Z, Moore WH. Deep Learning Denoising of Low-Dose Computed Tomography Chest Images: A Quantitative and Qualitative Image Analysis. J Comput Assist Tomogr 2023;47:212-219. [PMID: 36790870 DOI: 10.1097/rct.0000000000001405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
23
Mannam V, Howard S. Small training dataset convolutional neural networks for application-specific super-resolution microscopy. JOURNAL OF BIOMEDICAL OPTICS 2023;28:036501. [PMID: 36925620 PMCID: PMC10013193 DOI: 10.1117/1.jbo.28.3.036501] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 02/09/2023] [Indexed: 06/18/2023]
24
Zhong X, Liang N, Cai A, Yu X, Li L, Yan B. Super-resolution image reconstruction from sparsity regularization and deep residual-learned priors. JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY 2023;31:319-336. [PMID: 36683486 DOI: 10.3233/xst-221299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
25
Pack JD, Xu M, Wang G, Baskaran L, Min J, De Man B. Cardiac CT blooming artifacts: clinical significance, root causes and potential solutions. Vis Comput Ind Biomed Art 2022;5:29. [PMID: 36484886 PMCID: PMC9733770 DOI: 10.1186/s42492-022-00125-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 11/03/2022] [Indexed: 12/13/2022]  Open
26
Lin X, Zhou X, Tong T, Nie X, Wang L, Zheng H, Li J, Xue E, Chen S, Zheng M, Chen C, Jiang H, Du M, Gao Q. A Super-resolution Guided Network for Improving Automated Thyroid Nodule Segmentation. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022;227:107186. [PMID: 36334526 DOI: 10.1016/j.cmpb.2022.107186] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 10/03/2022] [Accepted: 10/15/2022] [Indexed: 06/16/2023]
27
Kim J, Kim JJ. Topology Optimization-Based Localized Bone Microstructure Reconstruction for Image Resolution Enhancement: Accuracy and Efficiency. Bioengineering (Basel) 2022;9:644. [PMID: 36354554 PMCID: PMC9687309 DOI: 10.3390/bioengineering9110644] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 10/26/2022] [Accepted: 11/01/2022] [Indexed: 10/29/2023]  Open
28
王 华, 孙 挺. [Medical image super-resolution reconstruction via multi-scale information distillation network under multi-scale geometric transform domain]. SHENG WU YI XUE GONG CHENG XUE ZA ZHI = JOURNAL OF BIOMEDICAL ENGINEERING = SHENGWU YIXUE GONGCHENGXUE ZAZHI 2022;39:887-896. [PMID: 36310477 PMCID: PMC9927725 DOI: 10.7507/1001-5515.202109057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 08/02/2022] [Indexed: 06/16/2023]
29
Li D, Ma L, Li J, Qi S, Yao Y, Teng Y. A comprehensive survey on deep learning techniques in CT image quality improvement. Med Biol Eng Comput 2022;60:2757-2770. [DOI: 10.1007/s11517-022-02631-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Accepted: 06/15/2022] [Indexed: 11/28/2022]
30
Cao Q, Mao Y, Qin L, Quan G, Yan F, Yang W. Improving image quality and lung nodule detection for low-dose chest CT by using generative adversarial network reconstruction. Br J Radiol 2022;95:20210125. [PMID: 35994298 PMCID: PMC9815729 DOI: 10.1259/bjr.20210125] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 04/01/2022] [Accepted: 07/21/2022] [Indexed: 01/13/2023]  Open
31
Hao H, Xu C, Zhang D, Yan Q, Zhang J, Liu Y, Zhao Y. Sparse-based Domain Adaptation Network for OCTA Image Super-Resolution Reconstruction. IEEE J Biomed Health Inform 2022;26:4402-4413. [PMID: 35895639 DOI: 10.1109/jbhi.2022.3194025] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
32
Classification and Reconstruction of Biomedical Signals Based on Convolutional Neural Network. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022;2022:6548811. [PMID: 35909845 PMCID: PMC9334110 DOI: 10.1155/2022/6548811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 05/25/2022] [Accepted: 06/30/2022] [Indexed: 11/18/2022]
33
Honjo T, Ueda D, Katayama Y, Shimazaki A, Jogo A, Kageyama K, Murai K, Tatekawa H, Fukumoto S, Yamamoto A, Miki Y. Visual and quantitative evaluation of microcalcifications in mammograms with deep learning-based super-resolution. Eur J Radiol 2022;154:110433. [PMID: 35834858 DOI: 10.1016/j.ejrad.2022.110433] [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: 03/29/2022] [Revised: 05/30/2022] [Accepted: 06/30/2022] [Indexed: 11/03/2022]
34
Med-SRNet: GAN-Based Medical Image Super-Resolution via High-Resolution Representation Learning. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022;2022:1744969. [PMID: 35747717 PMCID: PMC9210125 DOI: 10.1155/2022/1744969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 04/16/2022] [Accepted: 05/10/2022] [Indexed: 11/18/2022]
35
Chen S, Hao X, Pan B, Huang X. Super-Resolution Residual U-Net Model for the Reconstruction of Limited-Data Tunable Diode Laser Absorption Tomography. ACS OMEGA 2022;7:18722-18731. [PMID: 35694508 PMCID: PMC9178763 DOI: 10.1021/acsomega.2c01435] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 05/12/2022] [Indexed: 06/15/2023]
36
Sun K, Gao Y, Xie T, Wang X, Yang Q, Chen L, Wang K, Yu G. A low-cost pathological image digitalization method based on 5 times magnification scanning. Quant Imaging Med Surg 2022;12:2813-2829. [PMID: 35502389 PMCID: PMC9014144 DOI: 10.21037/qims-21-749] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Accepted: 01/06/2022] [Indexed: 10/10/2023]
37
Astley JR, Wild JM, Tahir BA. Deep learning in structural and functional lung image analysis. Br J Radiol 2022;95:20201107. [PMID: 33877878 PMCID: PMC9153705 DOI: 10.1259/bjr.20201107] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]  Open
38
Cheng Z, Xie L, Feng C, Wen J. Super-resolution acquisition and reconstruction for cone-beam SPECT with low-resolution detector. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022;217:106683. [PMID: 35150999 DOI: 10.1016/j.cmpb.2022.106683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 12/18/2021] [Accepted: 02/04/2022] [Indexed: 06/14/2023]
39
SOUP-GAN: Super-Resolution MRI Using Generative Adversarial Networks. Tomography 2022;8:905-919. [PMID: 35448707 PMCID: PMC9027099 DOI: 10.3390/tomography8020073] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 03/19/2022] [Accepted: 03/21/2022] [Indexed: 11/16/2022]  Open
40
Zuo C, Qian J, Feng S, Yin W, Li Y, Fan P, Han J, Qian K, Chen Q. Deep learning in optical metrology: a review. LIGHT, SCIENCE & APPLICATIONS 2022;11:39. [PMID: 35197457 PMCID: PMC8866517 DOI: 10.1038/s41377-022-00714-x] [Citation(s) in RCA: 71] [Impact Index Per Article: 35.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Revised: 01/03/2022] [Accepted: 01/11/2022] [Indexed: 05/20/2023]
41
Ueki W, Nishii T, Umehara K, Ota J, Higuchi S, Ohta Y, Nagai Y, Murakawa K, Ishida T, Fukuda T. Generative adversarial network-based post-processed image super-resolution technology for accelerating brain MRI: comparison with compressed sensing. Acta Radiol 2022;64:336-345. [PMID: 35118883 DOI: 10.1177/02841851221076330] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
42
Angular Super-Resolution in X-Ray Projection Radiography Using Deep Neural Network: Implementation on Rotational Angiography. Biomed J 2022;46:154-162. [PMID: 35026475 PMCID: PMC10105049 DOI: 10.1016/j.bj.2022.01.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 11/30/2021] [Accepted: 01/05/2022] [Indexed: 11/21/2022]  Open
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Zhang Z, Yu S, Qin W, Liang X, Xie Y, Cao G. Self-supervised CT super-resolution with hybrid model. Comput Biol Med 2021;138:104775. [PMID: 34666243 DOI: 10.1016/j.compbiomed.2021.104775] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 08/14/2021] [Accepted: 08/17/2021] [Indexed: 12/19/2022]
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Watanabe S, Sakaguchi K, Murata D, Ishii K. Deep learning-based Hounsfield unit value measurement method for bolus tracking images in cerebral computed tomography angiography. Comput Biol Med 2021;137:104824. [PMID: 34488029 DOI: 10.1016/j.compbiomed.2021.104824] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Revised: 08/28/2021] [Accepted: 08/28/2021] [Indexed: 10/20/2022]
45
Lv Y, Ma H, Li J, Liu S. Fusing dense and ReZero residual networks for super-resolution of retinal images. Pattern Recognit Lett 2021. [DOI: 10.1016/j.patrec.2021.05.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
46
Yang P, Xu L, Wan Y, Yang J, Xue Y, Jiang Y, Luo C, Wang J, Niu T. Deep neural network-based approach to improving radiomics analysis reproducibility in liver cancer: effect on image resampling. Phys Med Biol 2021;66. [PMID: 34293730 DOI: 10.1088/1361-6560/ac16e8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Accepted: 07/22/2021] [Indexed: 12/14/2022]
47
Kitahara H, Nagatani Y, Otani H, Nakayama R, Kida Y, Sonoda A, Watanabe Y. A novel strategy to develop deep learning for image super-resolution using original ultra-high-resolution computed tomography images of lung as training dataset. Jpn J Radiol 2021;40:38-47. [PMID: 34318444 PMCID: PMC8315896 DOI: 10.1007/s11604-021-01184-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 07/21/2021] [Indexed: 11/26/2022]
48
Xie H, Lei Y, Wang T, Tian Z, Roper J, Bradley JD, Curran WJ, Tang X, Liu T, Yang X. High through-plane resolution CT imaging with self-supervised deep learning. Phys Med Biol 2021;66:145013. [PMID: 34049297 DOI: 10.1088/1361-6560/ac0684] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 05/28/2021] [Indexed: 12/11/2022]
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Mottola M, Ursprung S, Rundo L, Sanchez LE, Klatte T, Mendichovszky I, Stewart GD, Sala E, Bevilacqua A. Reproducibility of CT-based radiomic features against image resampling and perturbations for tumour and healthy kidney in renal cancer patients. Sci Rep 2021;11:11542. [PMID: 34078993 PMCID: PMC8172898 DOI: 10.1038/s41598-021-90985-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Accepted: 05/10/2021] [Indexed: 12/19/2022]  Open
50
Sakaguchi K, Kaida H, Yoshida S, Ishii K. Attenuation correction using deep learning for brain perfusion SPECT images. Ann Nucl Med 2021;35:589-599. [PMID: 33751364 DOI: 10.1007/s12149-021-01600-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 02/15/2021] [Indexed: 12/24/2022]
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