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Let UNet Play an Adversarial Game: Investigating the Effect of Adversarial Training in Enhancing Low-Resolution MRI 期刊论文
发表期刊: JOURNAL OF IMAGING INFORMATICS IN MEDICINE. 出版年: 2024
作者:  Javadi, Mohammad;  Sharma, Rishabh;  Tsiamyrtzis, Panagiotis;  Webb, Andrew G.;  Leiss, Ernst;  Tsekos, Nikolaos V.
收藏  |  浏览/下载:13/0  |  提交时间:2024/10/04
Generative Adversarial Networks  Adversarial loss  REAL-ESRGAN  UNet  Mixed effects modeling  
Multimodal transformer network for incomplete image generation and diagnosis of Alzheimer's disease 期刊论文
发表期刊: COMPUTERIZED MEDICAL IMAGING AND GRAPHICS. 出版年: 2023, 卷号: 110
作者:  Gao, Xingyu;  Shi, Feng;  Shen, Dinggang;  Liu, Manhua
收藏  |  浏览/下载:16/0  |  提交时间:2024/09/29
Multimodal brain images  Generative adversarial network  Transformer  Image generation  Disease diagnosis  
High-resolution concrete damage image synthesis using conditional generative adversarial network 期刊论文
发表期刊: AUTOMATION IN CONSTRUCTION. 出版年: 2023, 卷号: 147
作者:  Li, Shengyuan;  Zhao, Xuefeng
收藏  |  浏览/下载:13/0  |  提交时间:2024/09/29
Concrete damage  High -resolution image synthesis  Conditional generative adversarial network  Deep learning  
Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models 期刊论文
发表期刊: MEDICAL IMAGE ANALYSIS. 出版年: 2023, 卷号: 84
作者:  Pombo, Guilherme;  Gray, Robert;  Cardoso, M. Jorge;  Ourselin, Sebastien;  Rees, Geraint;  Ashburner, John;  Nachev, Parashkev
收藏  |  浏览/下载:18/0  |  提交时间:2024/09/29
Counterfactuals  Deep generative models  Diffeomorphic deformations  Discriminative models  Data augmentation  Fairness  Equity  Brain imaging  
OutcropHyBNet: Hybrid Backbone Networks with Data Augmentation for Accurate Stratum Semantic Segmentation of Monocular Outcrop Images in Carbon Capture and Storage Applications 期刊论文
发表期刊: SENSORS. 出版年: 2023, 卷号: 23, 期号: 21
作者:  Madokoro, Hirokazu;  Sato, Kodai;  Nix, Stephanie;  Chiyonobu, Shun;  Nagayoshi, Takeshi;  Sato, Kazuhito
收藏  |  浏览/下载:23/0  |  提交时间:2024/09/29
semantic segmentation  Convolutional Neural Network  Vision Transformer  Generative Adversarial Networks  outcrop images  drone  
The Application of Semisupervised Attentional Generative Adversarial Networks in Desert Seismic Data Denoising 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2022
作者:  Li, Yue;  Luo, Xinming;  Wu, Ning;  Dong, Xintong
收藏  |  浏览/下载:43/0  |  提交时间:2022/02/12
Noise reduction  Noise measurement  Training  Generators  Signal to noise ratio  Generative adversarial networks  Mathematical model  Class activation map (CAM)  deep learning (DL)  desert seismic data  generative adversarial networks (GANs)  
Multi-Vehicle Collaborative Learning for Trajectory Prediction With Spatio-Temporal Tensor Fusion 期刊论文
发表期刊: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. 出版年: 2022, 卷号: 23, 期号: 1
作者:  Wang, Yu;  Zhao, Shengjie;  Zhang, Rongqing;  Cheng, Xiang;  Yang, Liuqing
收藏  |  浏览/下载:26/0  |  提交时间:2022/03/17
Trajectory  Predictive models  Generative adversarial networks  Collaborative work  Tensile stress  Intelligent vehicles  Gallium nitride  Collaborative learning  spatio-temporal tensor fusion  vehicle trajectory prediction  generative adversarial networks  
Distribution, reproductive potential and conservation assessment of the rare and endemic Dionysia mira in the Hajar Mountains, Sultanate of Oman 期刊论文
发表期刊: NORDIC JOURNAL OF BOTANY. 出版年: 2022
作者:  Lupton, Darach A.;  Patzelt, Annette;  Anderson, Andrew;  Harder, Henning;  Zacharias, Dietmar
收藏  |  浏览/下载:30/0  |  提交时间:2022/02/12
conservation  Dionysia  endemic  generative reproduction  Oman  threats  
Relative Attributes-Based Generative Adversarial Network for Desert Seismic Noise Suppression 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2022, 卷号: 19
作者:  Ma, Haitao;  Sun, Yu;  Wu, Ning;  Li, Yue
收藏  |  浏览/下载:36/0  |  提交时间:2022/03/17
Generators  Noise reduction  Training  Noise measurement  Generative adversarial networks  Transforms  Convolution  Attribute training set  relative attributes-based denoising  seismic exploration  seismic noise suppression  
An MRI Scans-Based Alzheimer's Disease Detection via Convolutional Neural Network and Transfer Learning 期刊论文
发表期刊: DIAGNOSTICS. 出版年: 2022, 卷号: 12, 期号: 7
作者:  Chui, Kwok Tai;  Gupta, Brij B.;  Alhalabi, Wadee;  Alzahrani, Fatma Salih
收藏  |  浏览/下载:15/0  |  提交时间:2024/09/20
Alzheimer's disease  automatic diagnosis  convolutional neural network  deep learning  dementia  generative adversarial network  imbalanced dataset  MRI scans  transfer learning