Presentation | 2019-02-23 Attempt to distinguish pattern of motion on bed in nursing care situation by machine learning Yohei Kayano, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Keyword: Nursing, physical restraint, Machine learning, activity recognition, wearable sensor There are remaining problems of physical restraints to prevent unplanned extubastion, unplanned removal of intravenous drip and falling from the bed in nursing care situation. Human activity recognition by Machine learning and Deep Learning can be effective technology to solve the issue of physical restraints and to prevent complications in medical treatments. This research is attempt to distinguish pattern of motion on bed in nursing care situation by using wearable sensor data and machine learning. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | nursing / physical restraint / machine learning / activity recognition / wearable sensor |
Paper # | AI2018-49 |
Date of Issue | 2019-02-15 (AI) |
Conference Information | |
Committee | AI |
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Conference Date | 2019/2/22(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Tsunenori Mine(Kyushu Univ.) |
Vice Chair | Daisuke Katagami(Tokyo Polytechnic Univ.) / Naoki Fukuta(Shizuoka Univ.) |
Secretary | Daisuke Katagami(Ritsumeikan Univ.) / Naoki Fukuta(Univ. of Electro-Comm.) |
Assistant | Yuko Sakurai(AIST) |
Paper Information | |
Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Attempt to distinguish pattern of motion on bed in nursing care situation by machine learning |
Sub Title (in English) | |
Keyword(1) | nursing |
Keyword(2) | physical restraint |
Keyword(3) | machine learning |
Keyword(4) | activity recognition |
Keyword(5) | wearable sensor |
1st Author's Name | Yohei Kayano |
1st Author's Affiliation | Nagoya City University(Nagoya City Univ.) |
Date | 2019-02-23 |
Paper # | AI2018-49 |
Volume (vol) | vol.118 |
Number (no) | AI-453 |
Page | pp.pp.67-70(AI), |
#Pages | 4 |
Date of Issue | 2019-02-15 (AI) |