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Deep learning based computer aided diagnosis of Alzheimer's disease: a snapshot of last 5 years, gaps, and future directions 期刊论文
发表期刊: ARTIFICIAL INTELLIGENCE REVIEW. 出版年: 2024, 卷号: 57, 期号: 2
作者:  Bhandarkar, Anish;  Naik, Pratham;  Vakkund, Kavita;  Junjappanavar, Srasthi;  Bakare, Savita;  Pattar, Santosh
收藏  |  浏览/下载：30/0  |  提交时间：2024/10/04
Alzheimer's disease  Computer aided diagnosis  Deep learning  Multimodal test diagnosis  Traditional versus DL models  
Multi input-Multi output 3D CNN for dementia severity assessment with incomplete multimodal data 期刊论文
发表期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE. 出版年: 2024, 卷号: 149
作者:  Gravina, Michela;  Garcia-Pedrero, Angel;  Gonzalo-Martin, Consuelo;  Sansone, Carlo;  Soda, Paolo
收藏  |  浏览/下载：27/0  |  提交时间：2024/10/04
Convolutional neural networks  Magnetic resonance images  Positron emission tomography  Multimodal deep learning  
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：28/0  |  提交时间：2024/10/04
Alzheimer's disease  Pareto optimization  Deep learning  Classification  Image fusion  Multimodal  
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  
Reverse-Net: Few-Shot Learning with Reverse Teaching for Deformable Medical Image Registration 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2023, 卷号: 13, 期号: 2
作者:  Zhang, Xin;  Yang, Tiejun;  Zhao, Xiang;  Yang, Aolin
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
multimodal registration  few-shot learning  generalizability  reverse teaching  
Optimized Convolutional Fusion for Multimodal Neuroimaging in Alzheimer's Disease Diagnosis: Enhancing Data Integration and Feature Extraction 期刊论文
发表期刊: JOURNAL OF PERSONALIZED MEDICINE. 出版年: 2023, 卷号: 13, 期号: 10
作者:  Odusami, Modupe;  Maskeliunas, Rytis;  Damasevicius, Robertas
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Alzheimer's disease  data integration  feature extraction  multimodal neuroimaging  optimized convolution  
Signed graph representation learning for functional-to-structural brain network mapping 期刊论文
发表期刊: MEDICAL IMAGE ANALYSIS. 出版年: 2023, 卷号: 83
作者:  Tang, Haoteng;  Guo, Lei;  Fu, Xiyao;  Wang, Yalin;  Mackin, Scott;  Ajilore, Olusola;  Leow, Alex D.;  Thompson, Paul M.;  Huang, Heng;  Zhan, Liang
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Signed graph learning  Multimodal  Structural network  Functional network  Reconstruction  Prediction  
Fusion of airborne hyperspectral and LiDAR canopy-height data for estimating fractional cover of tall woody plants, herbaceous vegetation, and other soil cover types in a semi-arid savanna ecosystem 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2022, 卷号: 43, 期号: 10, 页码: 3890-3926
作者:  Pervin, Rubaya;  Robeson, Scott M.;  MacBean, Natasha
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
Image classification  remote sensing  spectral unmixing  semi-arid fractional cover  multimodal data fusion  
The Humble Charisma of a White-Dressed Man in a Desert Place: Pope Francis' Communicative Style in the Covid-19 Pandemic 期刊论文
发表期刊: FRONTIERS IN PSYCHOLOGY. 出版年: 2021, 卷号: 12
作者:  Scardigno, Rosa;  Papapicco, Concetta;  Luccarelli, Valentina;  Zagaria, Altomare Enza;  Mininni, Giuseppe;  D'Errico, Francesca
收藏  |  浏览/下载：19/0  |  提交时间：2021/11/19
COVID-19  charismatic leadership  humbleness  multimodal signals  discourse analysis  we-ness  Pope Francis