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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：22/0  |  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：33/0  |  提交时间：2024/10/04
Alzheimer's disease  artificial intelligence  deep learning  evidence-based medicine  hippocampal volume  magnetic  resonance imaging  
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：30/0  |  提交时间：2024/10/04
Convolutional neural networks  Magnetic resonance images  Positron emission tomography  Multimodal deep learning  
Accurate identification of individuals with subjective cognitive decline using 3D regional fractal dimensions on structural magnetic resonance imaging 期刊论文
发表期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 出版年: 2024, 卷号: 254
作者:  Ni, Huangjing;  Xue, Jing;  Qin, Jiaolong;  Zhang, Yu
收藏  |  浏览/下载：30/0  |  提交时间：2024/10/04
Fractal dimension  Integer ratio based 3D box-counting fractal  analysis  Structural magnetic resonance imaging  Subjective cognitive decline  individual identification  
Adaptive 3DCNN-Based Interpretable Ensemble Model for Early Diagnosis of Alzheimer's Disease 期刊论文
发表期刊: IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS. 出版年: 2024, 卷号: 11, 期号: 1, 页码: 247-266
作者:  Pan, Dan;  Luo, Genqiang;  Zeng, An;  Zou, Chao;  Liang, Haolin;  Wang, Jianbin;  Zhang, Tong;  Yang, Baoyao
收藏  |  浏览/下载：22/0  |  提交时间：2024/10/04
Alzheimer's disease (AD)  attribution methods  convolutional neural network (CNN)  deep learning (DL)  ensemble learning (EL)  genetic algorithm  interpretability  magnetic resonance imaging  
Non-invasive geophysical methods for monitoring the shallow aquifer based on time-lapse electrical resistivity tomography, magnetic resonance sounding, and spontaneous potential methods 期刊论文
发表期刊: SCIENTIFIC REPORTS. 出版年: 2024, 卷号: 14, 期号: 1
作者:  Li, Kaitian;  Yan, Jianbo;  Li, Fan;  Lu, Kai;  Yu, Yongpeng;  Li, Yulin;  Zhang, Lin;  Wang, Peng;  Li, Zhenyu;  Yang, Yancheng;  Wang, Jiawen
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Shallow aquifer  Water-conducting fracture zone  Electrical resistivity tomography  Magnetic resonance sounding  Spontaneous potential  
Early prediction of dementia using fMRI data with a graph convolutional network approach 期刊论文
发表期刊: JOURNAL OF NEURAL ENGINEERING. 出版年: 2024, 卷号: 21, 期号: 1
作者:  Han, Shuning;  Sun, Zhe;  Zhao, Kanhao;  Duan, Feng;  Caiafa, Cesar F.;  Zhang, Yu;  Sole-Casals, Jordi
收藏  |  浏览/下载：31/0  |  提交时间：2024/10/04
Alzheimer's disease  mild cognitive impairment  graph convolutional network  functional magnetic resonance imaging analysis  functional connectivity  
HGCMorph: joint discontinuity-preserving and pose-learning via GNN and capsule networks for deformable medical images registration 期刊论文
发表期刊: PHYSICS IN MEDICINE AND BIOLOGY. 出版年: 2024, 卷号: 69, 期号: 7
作者:  Yan, Zhiyue;  Ji, Jianhua;  Ma, Jia;  Cao, Wenming
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
magnetic resonance imaging  deformable image registration  deep learning  unsupervised  weakly supervised  neural network  
Risk Prediction of Alzheimer's Disease Conversion in Mild Cognitive Impaired Population Based on Brain Age Estimation 期刊论文
发表期刊: IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING. 出版年: 2023, 卷号: 31, 页码: 2468-2476
作者:  Liu, Weijia;  Dong, Qunxi;  Sun, Shuting;  Shen, Jian;  Qian, Kun;  Hu, Bin
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/29
Estimation  Brain modeling  Magnetic resonance imaging  Hazards  Analytical models  Alzheimer's disease  Neuroimaging  conversion risk prediction  brain age  cox hazard analysis  nomogram  
Dementia Classification Using Deep Reinforcement Learning for Early Diagnosis 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2023, 卷号: 13, 期号: 3
作者:  Hashmi, Arshad;  Barukab, Omar
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
deep learning  reinforcement learning  dementia  Alzheimer  classification  magnetic Imaging resonance