| Presentation | 2018-09-25 Neural network based cause reclassification of incidents at dispensing in pharmacies. Yoshiki Kobari, Masaomi Kimura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Incidents in pharmacies are the cases whose causes are common with medical accidents. Most of the root cause of incidents at dispensing in pharmacies has been reported as confirmation failure. Confirmation failure is not a cause to cause incidents, and it cannot be an essential cause. Because of this, the purpose of this study is to propose a new root cause model according to human action classes, and to show applicability to assistance for pharmacists to identify root causes by using a neural network. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Pharmacy incident reports / Word2Vec / Neural network / K-fold cross-validation |
| Paper # | SSS2018-21 |
| Date of Issue | 2018-09-18 (SSS) |
| Conference Information | |
| Committee | SSS |
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| Conference Date | 2018/9/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Masaomi Kimura(Shibaura Inst. of Tech.) |
| Vice Chair | Makoto Ito(Tsukuba Univ.) |
| Secretary | Makoto Ito(NPO RDA) |
| Assistant | Koh Kawashima(Oriental Motor) / Sei Takahashi(Nihon Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Safety |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Neural network based cause reclassification of incidents at dispensing in pharmacies. |
| Sub Title (in English) | |
| Keyword(1) | Pharmacy incident reports |
| Keyword(2) | Word2Vec |
| Keyword(3) | Neural network |
| Keyword(4) | K-fold cross-validation |
| 1st Author's Name | Yoshiki Kobari |
| 1st Author's Affiliation | Shibaura Institute of Technology(SIT) |
| 2nd Author's Name | Masaomi Kimura |
| 2nd Author's Affiliation | Shibaura Institute of Technology(Shibaura Inst. of Tech.) |
| Date | 2018-09-25 |
| Paper # | SSS2018-21 |
| Volume (vol) | vol.118 |
| Number (no) | SSS-221 |
| Page | pp.pp.9-12(SSS), |
| #Pages | 4 |
| Date of Issue | 2018-09-18 (SSS) |