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 |
Copyright and reproduction |
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) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
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 |
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Yohei Kayano |
1st Author's Affiliation |
Nagoya City University (Nagoya City Univ.) |
2nd Author's Name |
|
2nd Author's Affiliation |
() |
3rd Author's Name |
|
3rd Author's Affiliation |
() |
4th Author's Name |
|
4th Author's Affiliation |
() |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
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 |
#Pages |
4 |
Date of Issue |
2019-02-15 (AI) |
|