| Presentation | 2005-07-30 The prediction of changing Ht values in near future using neural network : 1,3 and 5 minutes later Yoshinori NITTA, Masatake AKUTAGAWA, Minoru OKAHISA, Hiroshi MIYAMOTO, Yoshiaki OHNISHI, Masaji NISHIMURA, Yohshuke KINOUCHI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | There are many kinds of blood purification treatments and they are used for suitable sickness. The patients are treated continuously for 1, 24 or 48 hours in them. When the blood purification treatments take place, there are various notes. One of them is reduction of blood pressure according to reduction of Ht values. Ht values defined as the rate of red blood corpuscle in blood, the values depend on the patient's water balance within the body. The medical workers refer to changing Ht values in blood purification treatment and obviate reduction of blood pressure. If the changing Ht values can be predicted in blood purification treatment, medical workers can dispose expeditiously and medical accidents may be prevented by this prediction. In this study, the Ht values in leukocytapheresis(LCAP) are used for prediction. LCAP is one of the blood purification treatments. We tried whether Ht values in 1, 3 and 5 minutes later can be predicted using the back propagation neural network(BPNN). |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Ht / leukocytapheresis(LCAP) / back propagation neural network(BPNN) |
| Paper # | MBE2005-49 |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 2005/7/23(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | ME and Bio Cybernetics (MBE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | The prediction of changing Ht values in near future using neural network : 1,3 and 5 minutes later |
| Sub Title (in English) | |
| Keyword(1) | Ht |
| Keyword(2) | leukocytapheresis(LCAP) |
| Keyword(3) | back propagation neural network(BPNN) |
| 1st Author's Name | Yoshinori NITTA |
| 1st Author's Affiliation | Faculty of Engineering, The Univ. of Tokushima() |
| 2nd Author's Name | Masatake AKUTAGAWA |
| 2nd Author's Affiliation | Faculty of Engineering, The Univ. of Tokushima |
| 3rd Author's Name | Minoru OKAHISA |
| 3rd Author's Affiliation | Faculty of Medicine, The Univ. of Tokushima |
| 4th Author's Name | Hiroshi MIYAMOTO |
| 4th Author's Affiliation | Faculty of Medicine, The Univ. of Tokushima |
| 5th Author's Name | Yoshiaki OHNISHI |
| 5th Author's Affiliation | Faculty of Medicine, The Univ. of Tokushima |
| 6th Author's Name | Masaji NISHIMURA |
| 6th Author's Affiliation | Faculty of Medicine, The Univ. of Tokushima |
| 7th Author's Name | Yohshuke KINOUCHI |
| 7th Author's Affiliation | Faculty of Engineering, The Univ. of Tokushima |
| Date | 2005-07-30 |
| Paper # | MBE2005-49 |
| Volume (vol) | vol.105 |
| Number (no) | 222 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |