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1. Alcoholism Detection by Data Augmentation and Convolutional Neural Network with Stochastic Pooling SCIE SCOPUS PubMed 期刊论文 认领

作者:Wang, SH;Lv, YD;Sui, YX;Liu, S;Wang, SJ;Zhang, YD

作者全称:Wang, Shui-Hua;Lv, Yi-Ding;Sui, Yuxiu;Liu, Shuai;Wang, Su-Jing;Zhang, Yu-Dong

作者机构:[Wang, Shui-Hua; Zhang, Yu-Dong] Univ Leicester, Dept Informat, Leicester LE1 7RH, Leics, England.;[Wang, Shui-Hua] Nanjing Univ, Sch Elect Sci & Engn 更多

第一作者:Wang, Shui-Hua

通讯作者:Zhang, YD;Wang, SJ;Liu, S

通讯作者地址:Zhang, YD (reprint author), Univ Leicester, Dept Informat, Leicester LE1 7RH, Leics, England.; Liu, S (reprint author), Inner Mongolia Univ, Coll Comp Sci, Hohhot 010012, Peoples R China.; Wang, SJ (reprint author), Chinese Acad Sci, Inst Psychol, Key Lab Behav Sci, Beijing 100101, Peoples R China.

来源:JOURNAL OF MEDICAL SYSTEMS,2018,Vol.42,Issue.1

基金:Natural Science Foundation of China [61602250]; Natural Science Foundation of Jiangsu Province [BK20150983]

JCR分区:MEDICAL INFORMATICS为Q3;HEALTH CARE SCIENCES & SERVICES为Q2

(JCR)当年影响因子:2.098

(JCR)5年影响因子:2.398

WOS被引频次:15

SCOPUS被引频次:24

ESI学科:CLINICAL MEDICINE

教育部学科:生物医学工程,医学技术,信息与通信工程

关键词:Alcohol use disorder; Data augmentation; Convolutional neural network; Max pooling; Average pooling; Stochastic pooling; Graphical processing unit

摘要:Alcohol use disorder (AUD) is an important brain disease. It alters the brain structure. Recently, scholars tend to use computer vision based techniqu 更多

更新时间:Mar 28, 2019
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