Early diagnosis model of Alzheimer’s Disease based on sparse logistic regression
作者： Ruyi Xiao , Xinchun Cui , Hong Qiao , Xiangwei Zheng , Yiquan Zhang
DOI: 10.1007/S11042-020-09738-0
关键词:
摘要: Accurate classification of Alzheimer's Disease (AD) and its prodromal stage, ie, mild cognitive impairment (MCI) are critical for the effective treatment of AD. However, compared with AD classification tasks, predicting the conversion of MCI to AD is relatively difficult. as there are only minor differences among MCI groups. What's more, in brain imaging analysis, the high dimensionality and relatively small number of subjects brings challenges to computer-aided diagnosis of AD and MCI. Many previous researches focused on the …
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sci-hub.st 参考文章(47)
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