Alcoholism Detection by Data Augmentation and Convolutional Neural Network with Stochastic Pooling.

Alcohol use disorder (AUD) is an important brain disease. It alters the brain structure. Recently, scholars tend to use computer vision based techniques to detect AUD. We collected 235 subjects, 114 alcoholic and 121 non-alcoholic. Among the 235 image, 100 images were used as training set, and data...

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Bibliographic Details

Published in:	Journal of Medical Systems Vol. 42; no. 1; pp. 1 - 12
Main Authors:	Wang, Shui-Hua, Lv, Yi-Ding, Sui, Yuxiu, Liu, Shuai, Wang, Su-Jing, Zhang, Yu-Dong
Format:	diagnostic images equations & formulas research tables/charts Journal Article
Published:	Springer Nature Jan2018
Online Access:	View this record in EBSCOhost