标题:Alcoholism Detection by Data Augmentation and Convolutional Neural Network with Stochastic Pooling
作者:Wang, SH[1,2];Lv, YD[3];Sui, YX[3];Liu, S[4];Wang, SJ[5];Zhang, YD[1]
作者全称:Wang, Shui-Hua[1,2];Lv, Yi-Ding[3];Sui, Yuxiu[3];Liu, Shuai[4];Wang, Su-Jing[5];Zhang, Yu-Dong[1]
ORCID:Wang, Shuihua/0000-0003-4713-2791; Zhang, Yudong/0000-0002-4870-1493
ResearcherID:Wang, Shuihua/G-7326-2016; Zhang, Yudong/I-7633-2013
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.
年份:2018
卷:42
期:1
语种:English
出版日期:JAN
基金:Natural Science Foundation of China [61602250]; Natural Science Foundation of Jiangsu Province [BK20150983]
文献类型:Article
WOS号:WOS:000422690300002
ISSN号:0148-5598
DOI号:10.1007/s10916-017-0845-x
CODEN:JMSYD
JCR分区:MEDICAL INFORMATICS为Q3;HEALTH CARE SCIENCES & SERVICES为Q2
WOS类别:Health Care Sciences & Services; Medical Informatics
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
研究方向:Health Care Sciences & Services; Medical Informatics
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
核心收录:SCIE;SCOPUS;PubMed
资源类型:外文期刊论文
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