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Construction of MRI-Based Alzheimer's Disease Score Based on Efficient 3D Convolutional Neural Network: Comprehensive Validation on 7,902 Images from a Multi-Center Dataset 期刊论文
发表期刊: JOURNAL OF ALZHEIMERS DISEASE. 出版年: 2021, 卷号: 79, 期号: 1, 页码: 47-58
作者:  Yee, Evangeline;  Ma, Da;  Popuri, Karteek;  Wang, Lei;  Beg, Mirza Faisal
收藏  |  浏览/下载：25/0  |  提交时间：2021/03/08
3D CNN  dementia of Alzheimer's type (DAT)  magnetic resonance imaging  
Using machine learning to quantify structuralMRIneurodegeneration patterns of Alzheimer's disease into dementia score: Independent validation on 8,834 images from ADNI, AIBL, OASIS, and MIRIAD databases 期刊论文
发表期刊: HUMAN BRAIN MAPPING. 出版年: 2020, 卷号: 41, 期号: 14, 页码: 4127-4147
作者:  Popuri, Karteek;  Ma, Da;  Wang, Lei;  Beg, Mirza Faisal
收藏  |  浏览/下载：3/0  |  提交时间：2021/01/07
Alzheimer's disease  cross-database independent validation  dementia of Alzheimer's type  dementia score  disease progression  ensemble learning  longitudinal diagnostic stratification  magnetic resonance imaging  probabilistic classifier  prognosis prediction