| Presentation | 2016-01-21 Automatic detection of periodic discharges in the ICU EEG Chihiro Kitajima, Takenao Sugi, Yoshitaka Matsuda, Satoru Goto, Haruhiko Nohira, Yuichi Kubota, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Purpose of this study is to develop the method for automatic detection of periodic discharges (PDs) appeared in EEG in the intensive care unit (ICU). Characteristics of recorded EEGs such as amplitude and waveform pattern are different for respective subjects. Therefore, appropriate determination of threshold values is essential for achieving the accurate detection. The database of parameters for detecting PDs was obtained for each subject. Then thresholds values were determined based on the distribution of histograms. Proposed method was applied to the recorded data in the accuracy ICU and its accuracy was analyzed. Relationship between mean amplitude of whole EEG and parameters for detecting PDs were also investigated. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Intensive care unit (ICU) / Periodic discharges (PDs) / Automatic detection / Database / Threshold determination |
| Paper # | MBE2015-96 |
| Date of Issue | 2016-01-14 (MBE) |
| Conference Information | |
| Committee | MBE |
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| Conference Date | 2016/1/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kagoshima University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Tetsuo Kobayashi(Kyoto Univ.) |
| Vice Chair | Yutaka Fukuoka(Kogakuin Univ.) |
| Secretary | Yutaka Fukuoka(akita noken) |
| Assistant | Takenori Oida(Kyoto Univ.) / Ryota Horie(Shibaura Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic detection of periodic discharges in the ICU EEG |
| Sub Title (in English) | determination of threshold values based on database |
| Keyword(1) | Intensive care unit (ICU) |
| Keyword(2) | Periodic discharges (PDs) |
| Keyword(3) | Automatic detection |
| Keyword(4) | Database |
| Keyword(5) | Threshold determination |
| 1st Author's Name | Chihiro Kitajima |
| 1st Author's Affiliation | Saga University(Saga Univ.) |
| 2nd Author's Name | Takenao Sugi |
| 2nd Author's Affiliation | Saga University(Saga Univ.) |
| 3rd Author's Name | Yoshitaka Matsuda |
| 3rd Author's Affiliation | Saga University(Saga Univ.) |
| 4th Author's Name | Satoru Goto |
| 4th Author's Affiliation | Saga University(Saga Univ.) |
| 5th Author's Name | Haruhiko Nohira |
| 5th Author's Affiliation | NIHON KOHDEN CORPORATION(NKC) |
| 6th Author's Name | Yuichi Kubota |
| 6th Author's Affiliation | Asakadai Central General Hospital/Tokyo Women's Medical University(ACGH/TWMU) |
| Date | 2016-01-21 |
| Paper # | MBE2015-96 |
| Volume (vol) | vol.115 |
| Number (no) | MBE-413 |
| Page | pp.pp.67-71(MBE), |
| #Pages | 5 |
| Date of Issue | 2016-01-14 (MBE) |