208 related articles for article (PubMed ID: 34564904)
1. Deep Generative Medical Image Harmonization for Improving Cross-Site Generalization in Deep Learning Predictors.
Bashyam VM; Doshi J; Erus G; Srinivasan D; Abdulkadir A; Singh A; Habes M; Fan Y; Masters CL; Maruff P; Zhuo C; Völzke H; Johnson SC; Fripp J; Koutsouleris N; Satterthwaite TD; Wolf DH; Gur RE; Gur RC; Morris JC; Albert MS; Grabe HJ; Resnick SM; Bryan NR; Wittfeld K; Bülow R; Wolk DA; Shou H; Nasrallah IM; Davatzikos C;
J Magn Reson Imaging; 2022 Mar; 55(3):908-916. PubMed ID: 34564904
[TBL] [Abstract][Full Text] [Related]
2. Style transfer generative adversarial networks to harmonize multisite MRI to a single reference image to avoid overcorrection.
Liu M; Zhu AH; Maiti P; Thomopoulos SI; Gadewar S; Chai Y; Kim H; Jahanshad N;
Hum Brain Mapp; 2023 Oct; 44(14):4875-4892. PubMed ID: 37471702
[TBL] [Abstract][Full Text] [Related]
3. Improving CBCT quality to CT level using deep learning with generative adversarial network.
Zhang Y; Yue N; Su MY; Liu B; Ding Y; Zhou Y; Wang H; Kuang Y; Nie K
Med Phys; 2021 Jun; 48(6):2816-2826. PubMed ID: 33259647
[TBL] [Abstract][Full Text] [Related]
4. Evaluation of conventional and deep learning based image harmonization methods in radiomics studies.
Tixier F; Jaouen V; Hognon C; Gallinato O; Colin T; Visvikis D
Phys Med Biol; 2021 Dec; 66(24):. PubMed ID: 34781280
[No Abstract] [Full Text] [Related]
5. Style Transfer Using Generative Adversarial Networks for Multi-Site MRI Harmonization.
Liu M; Maiti P; Thomopoulos S; Zhu A; Chai Y; Kim H; Jahanshad N
Med Image Comput Comput Assist Interv; 2021; 12903():313-322. PubMed ID: 35647615
[TBL] [Abstract][Full Text] [Related]
6. Deep learning-based harmonization of trabecular bone microstructures between high- and low-resolution CT imaging.
Guha I; Nadeem SA; Zhang X; DiCamillo PA; Levy SM; Wang G; Saha PK
Med Phys; 2024 Jun; 51(6):4258-4270. PubMed ID: 38415781
[TBL] [Abstract][Full Text] [Related]
7. A deep learning-based multisite neuroimage harmonization framework established with a traveling-subject dataset.
Tian D; Zeng Z; Sun X; Tong Q; Li H; He H; Gao JH; He Y; Xia M
Neuroimage; 2022 Aug; 257():119297. PubMed ID: 35568346
[TBL] [Abstract][Full Text] [Related]
8. Generalization of diffusion magnetic resonance imaging-based brain age prediction model through transfer learning.
Chen CL; Hsu YC; Yang LY; Tung YH; Luo WB; Liu CM; Hwang TJ; Hwu HG; Isaac Tseng WY
Neuroimage; 2020 Aug; 217():116831. PubMed ID: 32438048
[TBL] [Abstract][Full Text] [Related]
9. Harmonizing T1-Weighted Images to Improve Consistency of Brain Morphology Among Different Scanner Manufacturers in Alzheimer's disease.
Zhao S; Zhang T; Zhang W; Pan T; Zhang G; Feng S; Zhang X; Nie B; Liu H; Shan B;
J Magn Reson Imaging; 2024 Apr; 59(4):1327-1340. PubMed ID: 37403942
[TBL] [Abstract][Full Text] [Related]
10. Reconstruction of multicontrast MR images through deep learning.
Do WJ; Seo S; Han Y; Ye JC; Choi SH; Park SH
Med Phys; 2020 Mar; 47(3):983-997. PubMed ID: 31889314
[TBL] [Abstract][Full Text] [Related]
11. Synthesizing CT images from MR images with deep learning: model generalization for different datasets through transfer learning.
Li W; Kazemifar S; Bai T; Nguyen D; Weng Y; Li Y; Xia J; Xiong J; Xie Y; Owrangi A; Jiang S
Biomed Phys Eng Express; 2021 Feb; 7(2):. PubMed ID: 33545707
[No Abstract] [Full Text] [Related]
12. 'Harmless' adversarial network harmonization approach for removing site effects and improving reproducibility in neuroimaging studies.
Yan W; Fu Z; Sui J; Calhoun VD
Annu Int Conf IEEE Eng Med Biol Soc; 2022 Jul; 2022():1859-1862. PubMed ID: 36086519
[TBL] [Abstract][Full Text] [Related]
13. Generative Adversarial Network for Medical Images (MI-GAN).
Iqbal T; Ali H
J Med Syst; 2018 Oct; 42(11):231. PubMed ID: 30315368
[TBL] [Abstract][Full Text] [Related]
14. Deep learning-based thoracic CBCT correction with histogram matching.
Qiu RLJ; Lei Y; Shelton J; Higgins K; Bradley JD; Curran WJ; Liu T; Kesarwala AH; Yang X
Biomed Phys Eng Express; 2021 Oct; 7(6):. PubMed ID: 34654011
[TBL] [Abstract][Full Text] [Related]
15. Multicenter PET image harmonization using generative adversarial networks.
Haberl D; Spielvogel CP; Jiang Z; Orlhac F; Iommi D; Carrió I; Buvat I; Haug AR; Papp L
Eur J Nucl Med Mol Imaging; 2024 May; ():. PubMed ID: 38696130
[TBL] [Abstract][Full Text] [Related]
16. Deep learning network for integrated coil inhomogeneity correction and brain extraction of mixed MRI data.
Chuang KH; Wu PH; Li Z; Fan KH; Weng JC
Sci Rep; 2022 May; 12(1):8578. PubMed ID: 35595829
[TBL] [Abstract][Full Text] [Related]
17. MRI-based treatment planning for proton radiotherapy: dosimetric validation of a deep learning-based liver synthetic CT generation method.
Liu Y; Lei Y; Wang Y; Wang T; Ren L; Lin L; McDonald M; Curran WJ; Liu T; Zhou J; Yang X
Phys Med Biol; 2019 Jul; 64(14):145015. PubMed ID: 31146267
[TBL] [Abstract][Full Text] [Related]
18. On the usability of synthetic data for improving the robustness of deep learning-based segmentation of cardiac magnetic resonance images.
Al Khalil Y; Amirrajab S; Lorenz C; Weese J; Pluim J; Breeuwer M
Med Image Anal; 2023 Feb; 84():102688. PubMed ID: 36493702
[TBL] [Abstract][Full Text] [Related]
19. All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems.
Seoni S; Shahini A; Meiburger KM; Marzola F; Rotunno G; Acharya UR; Molinari F; Salvi M
Comput Methods Programs Biomed; 2024 Jun; 250():108200. PubMed ID: 38677080
[TBL] [Abstract][Full Text] [Related]
20. Multimodal image translation via deep learning inference model trained in video domain.
Fan J; Liu Z; Yang D; Qiao J; Zhao J; Wang J; Hu W
BMC Med Imaging; 2022 Jul; 22(1):124. PubMed ID: 35836126
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]