Article
Discrimination of alcohol dependence based on the convolutional neural network.
PloS one - 1 Jan 2020
Chen Fangfang, Xiao Meng, Chen Cheng, Chen Chen, Yan Ziwei, Han Huijie, Zhang Shuailei, Yue Feilong, Gao Rui, Lv Xiaoyi
Abstract excerpt
In this paper, a total of 20 sites of single nucleotide polymorphisms (SNPs) on the serotonin 3 receptor A gene (HTR3A) and B gene (HTR3B) are used for feature fusion with age, education and marital status information, and the grid search-support vector machine (GS-SVM), the convolutional neural network (CNN) and the convolutional neural network combined with long and short-term memory (CNN-LSTM) are used to...
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