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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：28/0  |  提交时间：2024/10/04
Alzheimer's disease  Computer aided diagnosis  Deep learning  Multimodal test diagnosis  Traditional versus DL models  
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  
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：15/0  |  提交时间：2024/09/29
Multimodal brain images  Generative adversarial network  Transformer  Image generation  Disease diagnosis  
Identifying Medicare beneficiaries with Alzheimer's disease and related dementia using home health OASIS assessments 期刊论文
发表期刊: JOURNAL OF THE AMERICAN GERIATRICS SOCIETY. 出版年: 2023, 卷号: 71, 期号: 10, 页码: 3229-3236
作者:  Belanger, Emmanuelle;  Rosendaal, Nicole;  Gutman, Roee;  Lake, Derek;  Santostefano, Christopher M. M.;  Meyers, David J. J.;  Gozalo, Pedro L. L.
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
Alzheimer's disease diagnosis  home healthcare  measurement validity  
An MRI Scans-Based Alzheimer's Disease Detection via Convolutional Neural Network and Transfer Learning 期刊论文
发表期刊: DIAGNOSTICS. 出版年: 2022, 卷号: 12, 期号: 7
作者:  Chui, Kwok Tai;  Gupta, Brij B.;  Alhalabi, Wadee;  Alzahrani, Fatma Salih
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/20
Alzheimer's disease  automatic diagnosis  convolutional neural network  deep learning  dementia  generative adversarial network  imbalanced dataset  MRI scans  transfer learning  
Brain-on-Cloud for automatic diagnosis of Alzheimer?s disease from 3D structural magnetic resonance whole-brain scans 期刊论文
发表期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 出版年: 2022, 卷号: 227
作者:  Tomassini, Selene;  Sbrollinia, Agnese;  Covellaa, Giacomo;  Sernani, Paolo;  Falcionelli, Nicola;  Millerb, Henning;  Morettinia, Micaela;  Burattinia, Laura;  Dragonia, Aldo Franco
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/20
Alzheimer?s disease  Cloud computing  Computer-aided diagnosis  Convolutional LSTM  3D structural magnetic resonance  Supervised deep learning  
Early diagnosis of Alzheimer's disease using machine learning: a multi-diagnostic, generalizable approach 期刊论文
发表期刊: ALZHEIMERS RESEARCH & THERAPY. 出版年: 2022, 卷号: 14, 期号: 1
作者:  Diogo, Vasco Sa;  Ferreira, Hugo Alexandre;  Prata, Diana
收藏  |  浏览/下载：10/0  |  提交时间：2024/09/20
Alzheimer's disease  Mild cognitive impairment  Dementia  Early diagnosis  Prognosis  Classification  Machine learning  Graph theory  
A novel Alzheimer?s disease detection approach using GAN-based brain slice image enhancement 期刊论文
发表期刊: NEUROCOMPUTING. 出版年: 2022, 卷号: 492, 页码: 353-369
作者:  Zhang, Lin;  Ren, Lei;  Bai, Tian;  Du, Mingyu;  Ruan, Li;  Yang, Yuan;  Qian, Guanghao;  Meng, Zihao;  Zhao, Li;  Deen, M. Jamal
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/20
Alzheimer?s disease diagnosis  Deep learning  Generative Adversarial Network  Convolutional Neural Network  
The use of artificial neural networks to diagnose Alzheimer's disease from brain images 期刊论文
发表期刊: MULTIMEDIA TOOLS AND APPLICATIONS. 出版年: 2022, 卷号: 81, 期号: 26, 页码: 37681-37721
作者:  Fouladi, Saman;  Safaei, Ali A.;  Arshad, Noreen Izza;  Ebadi, M. J.;  Ahmadian, Ali
收藏  |  浏览/下载：9/0  |  提交时间：2024/09/20
Alzheimer's disease  Artificial neural network  Deep learning  MRI  PET  CT  Diagnosis  
Apply an imaging flow cytometry method to screen chemical libraries for identifying and repurposing novel drugs against coccidioidomycosis 项目
项目编号: 1R21AI149015-01. 资助机构: US-NIH（美国国立卫生研究院）. 起止日期: 2020-2021
负责人:  HUNG, CHIUNG YU
收藏  |  浏览/下载：26/0  |  提交时间：2021/08/12
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