Recommendation an Emergency Patient Destinations by LightGBM
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- Kawaguchi Ryota
- Information Engineering, National Defence Academy of Japan
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- Kubo Masao
- Information Engineering, National Defence Academy of Japan
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- Sato Hiroshi
- Information Engineering, National Defence Academy of Japan
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- Saitoh Daizoh
- National Defence Medical College of Japan
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- Oya Takao
- Saitamaseibu Fire Bureau
説明
We propose to adopt the LightGBM method for recommending a hospital through we conduct some experiments by using patient transport data, and we found that location information, age, degree of injury are important elements in the situation of selecting a hospital. In addition, we found that accuracy can be obtained without detailed personal information, and the task of selecting a destination hospital can be decentralized.
収録刊行物
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- 人工生命とロボットに関する国際会議予稿集
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人工生命とロボットに関する国際会議予稿集 27 256-259, 2022-01-20
株式会社ALife Robotics
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詳細情報 詳細情報について
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- CRID
- 1390291767553397120
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- ISSN
- 21887829
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- 本文言語コード
- en
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- データソース種別
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- JaLC
- Crossref
- OpenAIRE
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- 抄録ライセンスフラグ
- 使用不可