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MAD-Former: A Traceable Interpretability Model for Alzheimer's Disease Recognition Based on Multi-Patch Attention 期刊论文
发表期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 出版年: 2024, 卷号: 28, 期号: 6, 页码: 3637-3648
作者:  Ye, Jiayu;  Zeng, An;  Pan, Dan;  Zhang, Yiqun;  Zhao, Jingliang;  Chen, Qiuping;  Liu, Yang
收藏  |  浏览/下载：38/0  |  提交时间：2024/10/04
Alzheimer's disease  medical image processing  multi-patch features  explainable algorithms  
RClaNet: An Explainable Alzheimer's Disease Diagnosis Framework by Joint Registration and Classification 期刊论文
发表期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 出版年: 2024, 卷号: 28, 期号: 4, 页码: 2338-2349
作者:  Wu, Liang;  Hu, Shunbo;  Wang, Duanwei;  Liu, Changchun;  Wang, Li
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
Diseases  Deformation  Image registration  Medical diagnostic imaging  Magnetic resonance imaging  Atrophy  Deep learning  Alzheimer's disease  registration  classification  atrophy  deep learning  
Desert oasis vegetation information extraction by PLANET and unmanned aerial vehicle image fusion 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2024, 卷号: 166
作者:  Guo, Yuchuan;  Wang, Ning;  Wei, Xuan;  Zhou, Mingtong;  Wang, Huijing;  Bai, Yunbao
收藏  |  浏览/下载：27/0  |  提交时间：2024/10/04
Oasis sparse vegetation  PLANET satellite remote sensing  UAV remote sensing  Image fusion  Machine learning dichotomous classification  
Alzheimer's disease stage recognition from MRI and PET imaging data using Pareto-optimal quantum dynamic optimization 期刊论文
发表期刊: HELIYON. 出版年: 2024, 卷号: 10, 期号: 15
作者:  Odusami, Modupe;  Damasevicius, Robertas;  Milieskaite-Belousoviene, Egle;  Maskeliu over bar nas, Rytis
收藏  |  浏览/下载：27/0  |  提交时间：2024/10/04
Alzheimer's disease  Pareto optimization  Deep learning  Classification  Image fusion  Multimodal  
SMILE: Siamese Multi-scale Interactive-representation LEarning for Hierarchical Diffeomorphic Deformable image registration 期刊论文
发表期刊: COMPUTERIZED MEDICAL IMAGING AND GRAPHICS. 出版年: 2024, 卷号: 111
作者:  Gao, Xiaoru;  Zheng, Guoyan
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
Deformable image registration  Deep learning  Representation learning  Diffeomorphic deformation  
Vegetation coverage precisely extracting and driving factors analysis in drylands 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2024, 卷号: 79
作者:  Wang, Haolin;  Gui, Dongwei;  Liu, Qi;  Feng, Xinlong;  Qu, Jia;  Zhao, Jianping;  Wang, Guangyan;  Wei, Guanghui
收藏  |  浏览/下载：30/0  |  提交时间：2024/10/04
Image segmentation  Fractional vegetation coverage  Arid region  Ecological restoration  Deep learning  
MFCTrans: Multi-scale Feature Connection Transformer for Deformable Medical Image Registration 期刊论文
发表期刊: COGNITIVE COMPUTATION. 出版年: 2024, 卷号: 16, 期号: 3, 页码: 1125-1140
作者:  Wang, Longji;  Yan, Zhiyue;  Cao, Wenming;  Ji, Jianhua
收藏  |  浏览/下载：15/0  |  提交时间：2024/10/04
Deformable medical image registration  Multi-scale feature fusion  Channel cross attention  Spatial cross attention  
Nonlinear Registration of Brain Magnetic Resonance Images with Cross Constraints of Intensity and Structure 期刊论文
发表期刊: CMC-COMPUTERS MATERIALS & CONTINUA. 出版年: 2024, 卷号: 79, 期号: 2, 页码: 2295-2313
作者:  Zhou, Han;  Xu, Hongtao;  Chang, Xinyue;  Zhang, Wei;  Dong, Heng
收藏  |  浏览/下载：24/0  |  提交时间：2024/10/04
Medical image registration  cross constraint  semantic consistency  directional consistency  dual -channel  
Pure large kernel convolutional neural network transformer for medical image registration 期刊论文
发表期刊: INTELLIGENT DATA ANALYSIS. 出版年: 2024, 卷号: 28, 期号: 3, 页码: 769-790
作者:  Fang, Zhao;  Cao, Wenming
收藏  |  浏览/下载：9/0  |  提交时间：2024/10/04
Deformable image registration  convolutional neural network  self-attention  unsupervised learning  
High-resolution feature pyramid attention network for high spatial resolution images land-cover classification in arid oasis zones 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2024, 卷号: 45, 期号: 11, 页码: 3664-3688
作者:  Chen, Pengdi;  Liu, Yong;  Liu, Yi;  Ren, Yuanrui;  Zhang, Baoan;  Gao, Xiaolong
收藏  |  浏览/下载：17/0  |  提交时间：2024/10/04
Arid oasis zones  high spatial resolution image  multi-scale  semantic segmentation  land-cover classification