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A LeViT-EfficientNet-Based Feature Fusion Technique for Alzheimer's Disease Diagnosis 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2024, 卷号: 14, 期号: 9
作者:  Sait, Abdul Rahaman Wahab
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
feature extraction  deep learning  transformer  LeViT  hyperparameter tuning  model optimization  neuroimaging  neurodegenerative diseases  
A deep learning-based hybrid approach for multi-time-ahead streamflow prediction in an arid region of Northwest China 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2024, 卷号: 55, 期号: 2, 页码: 180-204
作者:  Fang, J. J.;  Yang, Linshan;  Wen, Xiaohu;  Li, Weide;  Yu, Haijiao;  Zhou, Ting
收藏  |  浏览/下载：28/0  |  提交时间：2024/10/04
convolutional neural network (CNN)  long short-term memory (LSTM)  Shule River  streamflow prediction  Transformer  
TransMatch: A Transformer-Based Multilevel Dual-Stream Feature Matching Network for Unsupervised Deformable Image Registration 期刊论文
发表期刊: IEEE TRANSACTIONS ON MEDICAL IMAGING. 出版年: 2024, 卷号: 43, 期号: 1, 页码: 15-27
作者:  Chen, Zeyuan;  Zheng, Yuanjie;  Gee, James C.
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
Deformable image registration  feature matching  transformer  dual-stream  multilevel  unsupervised deep learning  brain MRI  
Multimodal Neuroimaging Fusion for Alzheimer's Disease: An Image Colorization Approach With Mobile Vision Transformer 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY. 出版年: 2024, 卷号: 34, 期号: 5
作者:  Odusami, Modupe;  Damasevicius, Robertas;  Milieskaite-Belousoviene, Egle;  Maskeliunas, Rytis
收藏  |  浏览/下载：21/0  |  提交时间：2024/10/04
Alzheimer's disease  MRI colorization  vision transformer  
The influence of dropout and residual connection against membership inference attacks on transformer model: a neuro generative disease case study 期刊论文
发表期刊: MULTIMEDIA TOOLS AND APPLICATIONS. 出版年: 2024, 卷号: 83, 期号: 6, 页码: 16231-16253
作者:  Ben Hamida, Sameh;  Ben Hamida, Sana;  Snoun, Ahmed;  Jemai, Olfa;  Jemai, Abderrazek
收藏  |  浏览/下载：9/0  |  提交时间：2024/10/04
ML  Security and privacy  Transformer  MIA  Alzheimer  Dropout  Residual connection  
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  
Efficient multimodel method based on transformers and CoAtNet for Alzheimer's diagnosis 期刊论文
发表期刊: DIGITAL SIGNAL PROCESSING. 出版年: 2023, 卷号: 143
作者:  Kadri, Rahma;  Bouaziz, Bassem;  Tmar, Mohamed;  Gargouri, Faiez
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/29
CNN  ViT  CoAtNet  Swin transformer  Alzheimer's diagnosis  Multimodal  
RLNformer: A Rainfall Levels Nowcasting Model Based on Conv1D_Transformer for the Northern Xinjiang Area of China 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 20
作者:  Liu, Yulong;  Liu, Shuxian;  Chen, Juepu
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
time series data  rainfall levels nowcasting  Conv1D  transformer  
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  
GraformerDIR: Graph convolution transformer for deformable image registration 期刊论文
发表期刊: COMPUTERS IN BIOLOGY AND MEDICINE. 出版年: 2022, 卷号: 147
作者:  Yang, Tiejun;  Bai, Xinhao;  Cui, Xiaojuan;  Gong, Yuehong;  Li, Lei
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
Deformable image registration  Graph convolution  Transformer  Long-range dependencies