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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:23/0  |  提交时间:2024/10/04
Alzheimer's disease  mild cognitive impairment  dementia  radiomics  volumetry  feed forward neural network  artificial neural network  
Crosswalk Algorithms for Cognitive and Functional Outcomes Among 2013-2018 Medicare Beneficiaries With Dementia 期刊论文
发表期刊: JOURNAL OF THE AMERICAN MEDICAL DIRECTORS ASSOCIATION. 出版年: 2024, 卷号: 25, 期号: 10
作者:  Pritchard, Kevin T.;  Mahesri, Mufaddal;  Chen, Qiaoxi;  Yang, Chun-Ting;  Brill, Gregory;  Kim, Dae Hyun;  Lin, Kueiyu Joshua
收藏  |  浏览/下载:18/0  |  提交时间:2024/10/04
MeSH: dementia  cognition  activities of daily living  medicare  
Identifying Dementia Severity Among People Living With Dementia Using Administrative Claims Data 期刊论文
发表期刊: JOURNAL OF THE AMERICAN MEDICAL DIRECTORS ASSOCIATION. 出版年: 2024, 卷号: 25, 期号: 9
作者:  Anand, Priyanka;  Zhang, Ye;  Ngan, Kerry;  Mahesri, Mufaddal;  Brill, Gregory;  Kim, Dae H.;  Lin, Kueiyiu Joshua
收藏  |  浏览/下载:16/0  |  提交时间:2024/10/04
Dementia  effectiveness  severe dementia  prediction model  safety  
Apolipoprotein E ε4 accelerates the longitudinal cerebral atrophy in open access series of imaging studies-3 elders without dementia at enrollment 期刊论文
发表期刊: FRONTIERS IN AGING NEUROSCIENCE. 出版年: 2023, 卷号: 15
作者:  Huang, Yuda;  Shan, Yongzhi;  Qin, Wen;  Zhao, Guoguang
收藏  |  浏览/下载:10/0  |  提交时间:2024/09/29
Alzheimer's disease  cerebral atrophic  apolipoprotein E  aging  dementia  
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:11/0  |  提交时间:2024/09/29
deep learning  reinforcement learning  dementia  Alzheimer  classification  magnetic Imaging resonance  
HomeADScreen: Developing Alzheimer's disease and related dementia risk identification model in home healthcare 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS. 出版年: 2023, 卷号: 177
作者:  Zolnoori, Maryam;  Barron, Yolanda;  Song, Jiyoun;  Noble, James;  Burgdorf, Julia;  Ryvicker, Miriam;  Topaz, Maxim
收藏  |  浏览/下载:13/0  |  提交时间:2024/09/29
Alzheimer's disease and related dementia  (ADRD)  Home healthcare (HHC)  Clinical notes  Machine learning  Natural language processing  
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  
A Description of Persons With Alzheimer Disease and Related Dementias Receiving Home Health Care A National Analysis 期刊论文
发表期刊: JOURNAL OF HOSPICE & PALLIATIVE NURSING. 出版年: 2022, 卷号: 24, 期号: 6, 页码: 312-320
作者:  Osakwe, Zainab Toteh;  Obioha, Chinedu U.;  Muller, Kirsten;  Saint Fleur-Calixte, Rose
收藏  |  浏览/下载:14/0  |  提交时间:2024/09/20
dementia  end of life  home health care  older adults  Outcome and Assessment Information Set (OASIS)  
An Improved Multi-Modal based Machine Learning Approach for the Prognosis of Alzheimer?s disease 期刊论文
发表期刊: JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES. 出版年: 2022, 卷号: 34, 期号: 6, 页码: 2688-2706
作者:  Khan, Afreen;  Zubair, Swaleha
收藏  |  浏览/下载:11/0  |  提交时间:2024/09/20
Alzheimer?s disease  Dementia  Machine learning  Pattern recognition  Pipeline  
Brain Age Difference at Baseline Predicts Clinical Dementia Rating Change in Approximately Two Years 期刊论文
发表期刊: JOURNAL OF ALZHEIMERS DISEASE. 出版年: 2022, 卷号: 86, 期号: 2, 页码: 613-627
作者:  Tseng, Wen-Yih Isaac;  Hsu, Yung-Chin;  Kao, Te-Wei
收藏  |  浏览/下载:13/0  |  提交时间:2024/09/20
Brain age  dementia  diffusion MRI  predicted age difference