航海前后海员脑功能连通性的fMRI研究

Yuhu Shi, Weiming Zeng
{"title":"航海前后海员脑功能连通性的fMRI研究","authors":"Yuhu Shi, Weiming Zeng","doi":"10.1145/3268866.3268876","DOIUrl":null,"url":null,"abstract":"As a special professional group, the seafarers' psychological health is very important to the safety of shipping, and has drawn great attention from the industry. As an emerging neuroimaging technique, functional magnetic resonance image (fMRI) has been widely applied to the field of mental health research. In this paper, in order to explore the possible influence of maritime working and living environments on the brain functional network of seafarers, a new method of functional connectivity detection is proposed to obtain more accurate brain functional networks, which is implemented by using the classical independent component analysis (ICA) method with intrinsic priori information from the fMRI data itself. Finally, the experimental results of real seafarers' fMRI data demonstrate that the functional connectivity of seafarers has been changed before and after sailing.","PeriodicalId":285628,"journal":{"name":"Proceedings of the 2018 International Conference on Artificial Intelligence and Pattern Recognition","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"The Study of Seafarer's Brain Functional Connectivity Before and After Sailling Using fMRI\",\"authors\":\"Yuhu Shi, Weiming Zeng\",\"doi\":\"10.1145/3268866.3268876\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"As a special professional group, the seafarers' psychological health is very important to the safety of shipping, and has drawn great attention from the industry. As an emerging neuroimaging technique, functional magnetic resonance image (fMRI) has been widely applied to the field of mental health research. In this paper, in order to explore the possible influence of maritime working and living environments on the brain functional network of seafarers, a new method of functional connectivity detection is proposed to obtain more accurate brain functional networks, which is implemented by using the classical independent component analysis (ICA) method with intrinsic priori information from the fMRI data itself. Finally, the experimental results of real seafarers' fMRI data demonstrate that the functional connectivity of seafarers has been changed before and after sailing.\",\"PeriodicalId\":285628,\"journal\":{\"name\":\"Proceedings of the 2018 International Conference on Artificial Intelligence and Pattern Recognition\",\"volume\":\"24 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-08-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2018 International Conference on Artificial Intelligence and Pattern Recognition\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3268866.3268876\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2018 International Conference on Artificial Intelligence and Pattern Recognition","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3268866.3268876","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

摘要

海员作为一个特殊的职业群体,其心理健康对船舶的安全至关重要,已引起业界的高度关注。功能磁共振成像(fMRI)作为一种新兴的神经成像技术,已广泛应用于心理健康研究领域。为了探索海上工作和生活环境对海员脑功能网络可能产生的影响,本文提出了一种新的功能连通性检测方法,该方法采用经典的独立分量分析(ICA)方法,利用fMRI数据本身固有的先验信息实现更准确的脑功能网络。最后,对真实海员fMRI数据的实验结果表明,航海前后海员的功能连通性发生了变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
The Study of Seafarer's Brain Functional Connectivity Before and After Sailling Using fMRI
As a special professional group, the seafarers' psychological health is very important to the safety of shipping, and has drawn great attention from the industry. As an emerging neuroimaging technique, functional magnetic resonance image (fMRI) has been widely applied to the field of mental health research. In this paper, in order to explore the possible influence of maritime working and living environments on the brain functional network of seafarers, a new method of functional connectivity detection is proposed to obtain more accurate brain functional networks, which is implemented by using the classical independent component analysis (ICA) method with intrinsic priori information from the fMRI data itself. Finally, the experimental results of real seafarers' fMRI data demonstrate that the functional connectivity of seafarers has been changed before and after sailing.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Autonomous Indoor Robot Navigation via Siamese Deep Convolutional Neural Network Application of Domain Adaptation Approach for Weather Data Mining Discriminative Co-Occurrence of Concept Features for Action Recognition Combinatorial Optimization Approach for Arabic Word Recognition Categorization of Patient Disease into ICD-10 with NLP and SVM for Chinese Electronic Health Record Analysis
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1