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Paper Abstract and Keywords
Presentation 2019-02-23 14:20
Attempt to distinguish pattern of motion on bed in nursing care situation by machine learning
Yohei Kayano (Nagoya City Univ.) AI2018-49
Abstract (in Japanese) (See Japanese page) 
(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) 
(in English) nursing / physical restraint / machine learning / activity recognition / wearable sensor / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 453, AI2018-49, pp. 67-70, Feb. 2019.
Paper # AI2018-49 
Date of Issue 2019-02-15 (AI) 
ISSN Online edition: ISSN 2432-6380
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF AI2018-49

Conference Information
Committee AI  
Conference Date 2019-02-22 - 2019-02-23 
Place (in Japanese) (See Japanese page) 
Place (in English)  
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Paper Information
Registration To AI 
Conference Code 2019-02-AI 
Language Japanese 
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.)
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Speaker Author-1 
Date Time 2019-02-23 14:20:00 
Presentation Time 20 minutes 
Registration for AI 
Paper # AI2018-49 
Volume (vol) vol.118 
Number (no) no.453 
Page pp.67-70 
Date of Issue 2019-02-15 (AI) 

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