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Classification of Mild Cognitive Impairment by Fusing Neuroimaging and Gene Expression Data
(ACM, 2021-07-02)
As reversing the pathology of Alzheimer’s disease (AD) is impossible, the diagnosis of mild cognitive impairment (MCI), which is
considered as the precursor of AD, has become a more tractable goal.
Because both brain ...
Classification of Alzheimer's Disease via Vision Transformer: Classification of Alzheimer's Disease via Vision Transformer
(ACM, 2022-07-11)
Deep models are powerful in capturing the complex and non-linear relationship buried in brain imaging data. However, the huge number of parameters in deep models can easily overfit given limited imaging data samples. In ...