文献类型：期刊文献

英文题名：Automatic interpretation of hyperventilation-induced electroencephalogram constructed in the way of qualified electroencephalographer's visual inspection

作者：Zhang, Xiu[1,6];Wang, Xingyu[1];Sugi, Takenao[2];Ikeda, Akio[3];Nagamine, Takashi[4];Shibasaki, Hiroshi[5];Nakamura, Masatoshi[6]

机构：[1]E China Univ Sci & Technol, Dept Automat, Shanghai 200237, Peoples R China;[2]Saga Univ, Dept Elect & Elect Engn, Saga 840, Japan;[3]Kyoto Univ, Dept Neurol, Grad Sch Med, Kyoto, Japan;[4]Sapporo Med Univ, Dept Syst Neurosci, Hokkai Do, Japan;[5]Takeda Gen Hosp, Kyoto, Japan;[6]Saga Univ, Res Inst Syst Control, Inst Adv Res & Educ, Saga 840, Japan

年份：2011

卷号：49

期号：2

起止页码：171

外文期刊名：MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

收录：;EI(收录号：20111113757804);WOS:【SCI-EXPANDED(收录号:WOS:000286835100005)】；

基金：This study is partly supported by National Nature Science Foundation of China 60543005, 60674089; and Shanghai Leading Academic Discipline Project, B504.

语种：英文

外文关键词：Automatic interpretation; Hyperventilation; Electroencephalogram; Visual inspection; Slow wave; Dominant rhythm

摘要：Quantitative analysis and detection of electroencephalogram (EEG) recordings during evoked activities is essential for clinical diagnosis on neurological disorders. However, the process of interpreting EEG is time consuming for electroencephalographers (EEGers). In this study, an automatic EEG interpretation system constructed in the way of qualified EEGer's visual inspection was proposed. The system was applied to interpret hyperventilation-induced EEG automatically. The final results of automatic interpretation were compared with EEGer's visual inspection, and showed high consistence.