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For: Li Q, Yu Z, Wang Y, Zheng H. TumorGAN: A Multi-Modal Data Augmentation Framework for Brain Tumor Segmentation. Sensors (Basel) 2020;20:E4203. [PMID: 32731598 DOI: 10.3390/s20154203] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 07/22/2020] [Accepted: 07/24/2020] [Indexed: 11/16/2022]
Number Cited by Other Article(s)
1
Yurtsever MME, Atay Y, Arslan B, Sagiroglu S. Development of brain tumor radiogenomic classification using GAN-based augmentation of MRI slices in the newly released gazi brains dataset. BMC Med Inform Decis Mak 2024;24:285. [PMID: 39367444 PMCID: PMC11450983 DOI: 10.1186/s12911-024-02699-6] [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: 04/17/2024] [Accepted: 09/26/2024] [Indexed: 10/06/2024]  Open
2
Moldovanu S, Tăbăcaru G, Barbu M. Convolutional Neural Network-Machine Learning Model: Hybrid Model for Meningioma Tumour and Healthy Brain Classification. J Imaging 2024;10:235. [PMID: 39330455 PMCID: PMC11433632 DOI: 10.3390/jimaging10090235] [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: 08/22/2024] [Revised: 09/06/2024] [Accepted: 09/18/2024] [Indexed: 09/28/2024]  Open
3
Zhu J, Gu C, Wei L, Li H, Jiang R, Rashid Sheykhahmad F. Brain tumor recognition by an optimized deep network utilizing ammended grasshopper optimization. Heliyon 2024;10:e28062. [PMID: 38601620 PMCID: PMC11004699 DOI: 10.1016/j.heliyon.2024.e28062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Revised: 03/07/2024] [Accepted: 03/11/2024] [Indexed: 04/12/2024]  Open
4
Dalal S, Lilhore UK, Manoharan P, Rani U, Dahan F, Hajjej F, Keshta I, Sharma A, Simaiya S, Raahemifar K. An Efficient Brain Tumor Segmentation Method Based on Adaptive Moving Self-Organizing Map and Fuzzy K-Mean Clustering. SENSORS (BASEL, SWITZERLAND) 2023;23:7816. [PMID: 37765873 PMCID: PMC10537273 DOI: 10.3390/s23187816] [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: 02/01/2023] [Revised: 04/26/2023] [Accepted: 05/02/2023] [Indexed: 09/29/2023]
5
Lacasa M, Prados F, Alegre J, Casas-Roma J. A synthetic data generation system for myalgic encephalomyelitis/chronic fatigue syndrome questionnaires. Sci Rep 2023;13:14256. [PMID: 37652910 PMCID: PMC10471690 DOI: 10.1038/s41598-023-40364-6] [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: 03/22/2023] [Accepted: 08/09/2023] [Indexed: 09/02/2023]  Open
6
Jose L, Liu S, Russo C, Cong C, Song Y, Rodriguez M, Di Ieva A. Artificial Intelligence-Assisted Classification of Gliomas Using Whole Slide Images. Arch Pathol Lab Med 2023;147:916-924. [PMID: 36445697 DOI: 10.5858/arpa.2021-0518-oa] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/01/2022] [Indexed: 07/28/2023]
7
Pan W, Huang L, Liang J, Hong L, Zhu J. Progressively Hybrid Transformer for Multi-Modal Vehicle Re-Identification. SENSORS (BASEL, SWITZERLAND) 2023;23:s23094206. [PMID: 37177410 PMCID: PMC10181439 DOI: 10.3390/s23094206] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 04/05/2023] [Accepted: 04/17/2023] [Indexed: 05/15/2023]
8
Deng X, Liu E, Li S, Duan Y, Xu M. Interpretable Multi-modal Image Registration Network Based on Disentangled Convolutional Sparse Coding. IEEE TRANSACTIONS ON IMAGE PROCESSING : A PUBLICATION OF THE IEEE SIGNAL PROCESSING SOCIETY 2023;PP:1078-1091. [PMID: 37022244 DOI: 10.1109/tip.2023.3240024] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
9
Garcea F, Serra A, Lamberti F, Morra L. Data augmentation for medical imaging: A systematic literature review. Comput Biol Med 2023;152:106391. [PMID: 36549032 DOI: 10.1016/j.compbiomed.2022.106391] [Citation(s) in RCA: 33] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 11/22/2022] [Accepted: 11/29/2022] [Indexed: 12/13/2022]
10
Alquhayz H, Tufail HZ, Raza B. The multi-level classification network (MCN) with modified residual U-Net for ischemic stroke lesions segmentation from ATLAS. Comput Biol Med 2022;151:106332. [PMID: 36413815 DOI: 10.1016/j.compbiomed.2022.106332] [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: 06/25/2022] [Revised: 11/07/2022] [Accepted: 11/14/2022] [Indexed: 11/18/2022]
11
Avberšek LK, Repovš G. Deep learning in neuroimaging data analysis: Applications, challenges, and solutions. FRONTIERS IN NEUROIMAGING 2022;1:981642. [PMID: 37555142 PMCID: PMC10406264 DOI: 10.3389/fnimg.2022.981642] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 10/10/2022] [Indexed: 08/10/2023]
12
Particle Swarm Optimization and Two-Way Fixed-Effects Analysis of Variance for Efficient Brain Tumor Segmentation. Cancers (Basel) 2022;14:cancers14184399. [PMID: 36139559 PMCID: PMC9496881 DOI: 10.3390/cancers14184399] [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: 07/12/2022] [Revised: 09/04/2022] [Accepted: 09/07/2022] [Indexed: 11/29/2022]  Open
13
Huang C, Wang J, Wang SH, Zhang YD. Applicable artificial intelligence for brain disease: A survey. Neurocomputing 2022. [DOI: 10.1016/j.neucom.2022.07.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
14
Shao W, Zhou B. Dielectric Breast Phantoms by Generative Adversarial Network. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION 2022;70:6256-6264. [PMID: 36969506 PMCID: PMC10038476 DOI: 10.1109/tap.2021.3121149] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
15
Iqbal A, Sharif M, Yasmin M, Raza M, Aftab S. Generative adversarial networks and its applications in the biomedical image segmentation: a comprehensive survey. INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL 2022;11:333-368. [PMID: 35821891 PMCID: PMC9264294 DOI: 10.1007/s13735-022-00240-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 03/16/2022] [Accepted: 05/24/2022] [Indexed: 05/13/2023]
16
Mukherkjee D, Saha P, Kaplun D, Sinitca A, Sarkar R. Brain tumor image generation using an aggregation of GAN models with style transfer. Sci Rep 2022;12:9141. [PMID: 35650252 PMCID: PMC9160042 DOI: 10.1038/s41598-022-12646-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 05/11/2022] [Indexed: 12/21/2022]  Open
17
Multiresolution Aggregation Transformer UNet Based on Multiscale Input and Coordinate Attention for Medical Image Segmentation. SENSORS 2022;22:s22103820. [PMID: 35632229 PMCID: PMC9145221 DOI: 10.3390/s22103820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 05/09/2022] [Accepted: 05/13/2022] [Indexed: 12/07/2022]
18
Tubular shape aware data generation for segmentation in medical imaging. Int J Comput Assist Radiol Surg 2022;17:1091-1099. [DOI: 10.1007/s11548-022-02621-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Accepted: 03/23/2022] [Indexed: 11/05/2022]
19
A Novel Data Augmentation-Based Brain Tumor Detection Using Convolutional Neural Network. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12083773] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
20
Generative Adversarial Networks in Brain Imaging: A Narrative Review. J Imaging 2022;8:jimaging8040083. [PMID: 35448210 PMCID: PMC9028488 DOI: 10.3390/jimaging8040083] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 03/08/2022] [Accepted: 03/15/2022] [Indexed: 02/04/2023]  Open
21
Ali M, Hussain Shah J, Attique Khan M, Alhaisoni M, Tariq U, Akram T, Jin Kim Y, Chang B. Brain Tumor Detection and Classification Using PSO and Convolutional Neural Network. COMPUTERS, MATERIALS & CONTINUA 2022;73:4501-4518. [DOI: 10.32604/cmc.2022.030392] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/25/2024]
22
Super-Resolution Generative Adversarial Network Based on the Dual Dimension Attention Mechanism for Biometric Image Super-Resolution. SENSORS 2021;21:s21237817. [PMID: 34883819 PMCID: PMC8659601 DOI: 10.3390/s21237817] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 11/19/2021] [Accepted: 11/22/2021] [Indexed: 11/17/2022]
23
Ali S, Li J, Pei Y, Khurram R, Rehman KU, Rasool AB. State-of-the-Art Challenges and Perspectives in Multi-Organ Cancer Diagnosis via Deep Learning-Based Methods. Cancers (Basel) 2021;13:5546. [PMID: 34771708 PMCID: PMC8583666 DOI: 10.3390/cancers13215546] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 10/28/2021] [Accepted: 10/29/2021] [Indexed: 11/16/2022]  Open
24
Lartaud PJ, Dupont C, Hallé D, Schleef A, Dessouky R, Vlachomitrou AS, Rouet JM, Nempont O, Boussel L. A conventional-to-spectral CT image translation augmentation workflow for robust contrast injection-independent organ segmentation. Med Phys 2021;49:1108-1122. [PMID: 34689353 DOI: 10.1002/mp.15310] [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: 04/29/2021] [Revised: 10/07/2021] [Accepted: 10/11/2021] [Indexed: 11/07/2022]  Open
25
Zhou X, Qiu S, Joshi PS, Xue C, Killiany RJ, Mian AZ, Chin SP, Au R, Kolachalama VB. Enhancing magnetic resonance imaging-driven Alzheimer's disease classification performance using generative adversarial learning. Alzheimers Res Ther 2021;13:60. [PMID: 33715635 PMCID: PMC7958452 DOI: 10.1186/s13195-021-00797-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Accepted: 02/22/2021] [Indexed: 12/30/2022]
26
Biratu ES, Schwenker F, Debelee TG, Kebede SR, Negera WG, Molla HT. Enhanced Region Growing for Brain Tumor MR Image Segmentation. J Imaging 2021;7:22. [PMID: 34460621 PMCID: PMC8321280 DOI: 10.3390/jimaging7020022] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 01/25/2021] [Accepted: 01/26/2021] [Indexed: 11/18/2022]  Open
27
Carver EN, Dai Z, Liang E, Snyder J, Wen N. Improvement of Multiparametric MR Image Segmentation by Augmenting the Data With Generative Adversarial Networks for Glioma Patients. Front Comput Neurosci 2021;14:495075. [PMID: 33584233 PMCID: PMC7873446 DOI: 10.3389/fncom.2020.495075] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2019] [Accepted: 11/03/2020] [Indexed: 01/17/2023]  Open
28
Kuo CY, Tai TM, Lee PL, Tseng CW, Chen CY, Chen LK, Lee CK, Chou KH, See S, Lin CP. Improving Individual Brain Age Prediction Using an Ensemble Deep Learning Framework. Front Psychiatry 2021;12:626677. [PMID: 33833699 PMCID: PMC8021919 DOI: 10.3389/fpsyt.2021.626677] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 02/22/2021] [Indexed: 01/02/2023]  Open
29
Yu H, Zhang X. Synthesis of Prostate MR Images for Classification Using Capsule Network-Based GAN Model. SENSORS (BASEL, SWITZERLAND) 2020;20:E5736. [PMID: 33050243 PMCID: PMC7601698 DOI: 10.3390/s20205736] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 09/30/2020] [Accepted: 10/07/2020] [Indexed: 01/22/2023]
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