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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：39/0  |  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  
Exploring the Value of MRI Measurement of Hippocampal Volume for Predicting the Occurrence and Progression of Alzheimer's Disease Based on Artificial Intelligence Deep Learning Technology and Evidence-Based Medicine Meta-Analysis 期刊论文
发表期刊: JOURNAL OF ALZHEIMERS DISEASE. 出版年: 2024, 卷号: 97, 期号: 3, 页码: 1275-1288
作者:  Zhou, Jianguo;  Zhao, Mingli;  Yang, Zhou;  Chen, Liping;  Liu, Xiaoli
收藏  |  浏览/下载：27/0  |  提交时间：2024/10/04
Alzheimer's disease  artificial intelligence  deep learning  evidence-based medicine  hippocampal volume  magnetic  resonance imaging  
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：28/0  |  提交时间：2024/10/04
Alzheimer's disease  Computer aided diagnosis  Deep learning  Multimodal test diagnosis  Traditional versus DL models  
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  
Alzheimer's Disease Detection via Multiscale Feature Modelling Using Improved Spatial Attention Guided Depth Separable CNN 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS. 出版年: 2024, 卷号: 17, 期号: 1
作者:  Tripathy, Santosh Kumar;  Nayak, Rudra Kalyan;  Gadupa, Kartik Shankar;  Mishra, Rajnish Dinesh;  Patel, Ashok Kumar;  Satapathy, Santosh Kumar;  Bhoi, Akash Kumar;  Barsocchi, Paolo
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
Alzheimer's disease  Deep learning  Depth separable CNN  Spatial attention  Improved spatial attention  
Multivariate pattern analysis of medical imaging-based Alzheimer's disease 期刊论文
发表期刊: FRONTIERS IN MEDICINE. 出版年: 2024, 卷号: 11
作者:  Alarjani, Maitha;  Almarri, Badar
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Alzheimer's disease  blood flow  multivariate pattern analysis  fMRI  neuroimaging  biomarker  
Integrating Demographics and Imaging Features for Various Stages of Dementia Classification: Feed Forward Neural Network Multi-Class Approach 期刊论文
发表期刊: BIOMEDICINES. 出版年: 2024, 卷号: 12, 期号: 4
作者:  Cheung, Eva Y. W.;  Wu, Ricky W. K.;  Chu, Ellie S. M.;  Mak, Henry K. F.
收藏  |  浏览/下载：22/0  |  提交时间：2024/10/04
Alzheimer's disease  mild cognitive impairment  dementia  radiomics  volumetry  feed forward neural network  artificial neural network  
Multi-modal global- and local- feature interaction with attention-based mechanism for diagnosis of Alzheimer's disease 期刊论文
发表期刊: BIOMEDICAL SIGNAL PROCESSING AND CONTROL. 出版年: 2024, 卷号: 95
作者:  Jia, Nana;  Jia, Tong;  Zhao, Li;  Ma, Bowen;  Zhu, Zheyi
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
Alzheimer's disease diagnosis  Mild cognitive impairment  Multi-modal learning  Global-Local fusion  
Identifying discriminative features of brain network for prediction of Alzheimer's disease using graph theory and machine learning 期刊论文
发表期刊: FRONTIERS IN NEUROINFORMATICS. 出版年: 2024, 卷号: 18
作者:  Karim, S. M. Shayez;  Fahad, Md Shah;  Rathore, R. S.
收藏  |  浏览/下载：17/0  |  提交时间：2024/10/04
machine learning  Alzheimer's disease  connectome  neuronal connections  brain regions  fMRI  graph theory  network parameters