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Time Series of EIT Measurements and Images During Lung Ventilation Based on Principal Component Analysis
  • ISSN号:1006-4982
  • 期刊名称:《天津大学学报:英文版》
  • 时间:0
  • 分类:R332[医药卫生—人体生理学;医药卫生—基础医学]
  • 作者机构:[1]School of Electrical Engineering and Automation Tianjin University
  • 相关基金:Supported by National Natural Science Foundation of China (No.60532020,No.60820106002,No.60672076);; Supporting Program of the Ministry of Science and Technology of China (No.2006BAI03A00)
中文摘要:

The aim of this paper is to propose a useful method for exploring regional ventilation and perfusion in the chest and also separation of pulmonary and cardiac changes.The approach is based on estimating both electrical impedance tomography(EIT) measurements and reconstructed images by means of principal component analysis(PCA).In the experiments in vivo,43 cycles of heart-beat rhythm could be detected by PCA when the volunteer held breath;9 breathing cycles and 50 heart-beat cycles could be detected by PCA ...

英文摘要:

The aim of this paper is to propose a useful method for exploring regional ventilation and perfusion in the chest and also separation of pulmonary and cardiac changes.The approach is based on estimating both electrical impedance tomography(EIT) measurements and reconstructed images by means of principal component analysis(PCA).In the experiments in vivo,43 cycles of heart-beat rhythm could be detected by PCA when the volunteer held breath;9 breathing cycles and 50 heart-beat cycles could be detected by PCA ...

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期刊信息
  • 《天津大学学报:英文版》
  • 主管单位:中华人民共和国教育部
  • 主办单位:天津大学
  • 主编:龚克
  • 地址:天津市南开区卫津路92号天津大学第19教学桉东配楼
  • 邮编:300072
  • 邮箱:trans@tju.edu.cn
  • 电话:022-27400281
  • 国际标准刊号:ISSN:1006-4982
  • 国内统一刊号:ISSN:12-1248/T
  • 邮发代号:6-128
  • 获奖情况:
  • 天津市一级期刊,被国内外十余家检索机构收录
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,美国化学文摘(网络版),荷兰文摘与引文数据库,美国工程索引,英国英国皇家化学学会文摘
  • 被引量:153