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Paper Abstract and Keywords
Presentation 2023-03-01 15:50
Implementation and Evaluation of a Hyperglycemia Control Support System Considering both User Preference and Blood Glucose Level
Nanako Michiura, Yuki Matsuda, Hirohiko Suwa, Keiichi Yasumoto (Naist) SeMI2022-112
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, there has been much effort to develop self-management systems to control hyperglycemia for diabetic patients. However, there are few ways to help non-diabetic people avoid becoming diabetics. Since diabetes cannot be completely cured even after remission, it is necessary to prevent diabetes before it develops. In this paper, we propose a system to support the prevention of diabetes by monitoring blood glucose levels in real-time, calculating the foods to be reduced in consideration of the user's preferences, and presenting them to the user when the system predicts that the planned meal will cause hyperglycemia. In this paper, we design an experiment to investigate the feasibility of the proposed system and construct and evaluate a model for predicting blood glucose levels. To construct the blood glucose prediction model, we collected data (dietary information, sleep information, and physical information of the subjects) from ten participants to predict blood glucose levels two hours later. The results show that the constructed model could predict blood glucose levels with RMSE of 7.66 and MAE of 4.66.
Keyword (in Japanese) (See Japanese page) 
(in English) Blood Glucose Prediction / Dietary intake recommendation / Hyperglycemia control / / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 390, SeMI2022-112, pp. 31-36, Feb. 2023.
Paper # SeMI2022-112 
Date of Issue 2023-02-21 (SeMI) 
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 SeMI2022-112

Conference Information
Committee SeMI IPSJ-UBI IPSJ-MBL  
Conference Date 2023-02-28 - 2023-03-01 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SeMI 
Conference Code 2023-02-SeMI-UBI-MBL 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Implementation and Evaluation of a Hyperglycemia Control Support System Considering both User Preference and Blood Glucose Level 
Sub Title (in English)  
Keyword(1) Blood Glucose Prediction  
Keyword(2) Dietary intake recommendation  
Keyword(3) Hyperglycemia control  
Keyword(4)  
Keyword(5)  
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1st Author's Name Nanako Michiura  
1st Author's Affiliation Nara Institute of Science and Technology (Naist)
2nd Author's Name Yuki Matsuda  
2nd Author's Affiliation Nara Institute of Science and Technology (Naist)
3rd Author's Name Hirohiko Suwa  
3rd Author's Affiliation Nara Institute of Science and Technology (Naist)
4th Author's Name Keiichi Yasumoto  
4th Author's Affiliation Nara Institute of Science and Technology (Naist)
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Speaker Author-1 
Date Time 2023-03-01 15:50:00 
Presentation Time 20 minutes 
Registration for SeMI 
Paper # SeMI2022-112 
Volume (vol) vol.122 
Number (no) no.390 
Page pp.31-36 
#Pages 6 
Date of Issue 2023-02-21 (SeMI) 

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