WEKO3
アイテム
Health Checkup and Telemedical Intervention Program for Preventive Medicine in Developing Countries: Verification Study
http://hdl.handle.net/10228/00006903
http://hdl.handle.net/10228/00006903d64a1ede-7a2f-4556-8023-53506412a0e4
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
jmir.3705.pdf (6.3 MB)
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| Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||||
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| 公開日 | 2018-09-12 | |||||||||||||
| 資源タイプ | ||||||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||||
| 資源タイプ | journal article | |||||||||||||
| タイトル | ||||||||||||||
| タイトル | Health Checkup and Telemedical Intervention Program for Preventive Medicine in Developing Countries: Verification Study | |||||||||||||
| 言語 | en | |||||||||||||
| 言語 | ||||||||||||||
| 言語 | eng | |||||||||||||
| 著者 |
Nohara, Yasunobu
× Nohara, Yasunobu× Kai, Eiko× Ghosh, Partha Pratim× Islam, Rafiqul× Ahmed, Ashir× Kuroda, Masahiro× 井上, 創造
WEKO
27425
× Hiramatsu, Tatsuo× Kimura, Michio× Shimizu, Shuji× Kobayashi, Kunihisa× Baba, Yukino× Kashima, Hisashi× Tsuda, Koji× Sugiyama, Masashi× Blondel, Mathieu× Ueda, Naonori× Kitsuregawa, Masaru× Nakashima, Naoki |
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| 抄録 | ||||||||||||||
| 内容記述タイプ | Abstract | |||||||||||||
| 内容記述 | Background: The prevalence of non-communicable diseases is increasing throughout the world, including developing countries. Objective: The intent was to conduct a study of a preventive medical service in a developing country, combining eHealth checkups and teleconsultation as well as assess stratification rules and the short-term effects of intervention. Methods: We developed an eHealth system that comprises a set of sensor devices in an attaché case, a data transmission system linked to a mobile network, and a data management application. We provided eHealth checkups for the populations of five villages and the employees of five factories/offices in Bangladesh. Individual health condition was automatically categorized into four grades based on international diagnostic standards: green (healthy), yellow (caution), orange (affected), and red (emergent). We provided teleconsultation for orange- and red-grade subjects and we provided teleprescription for these subjects as required. Results: The first checkup was provided to 16,741 subjects. After one year, 2361 subjects participated in the second checkup and the systolic blood pressure of these subjects was significantly decreased from an average of 121 mmHg to an average of 116 mmHg (P<.001). Based on these results, we propose a cost-effective method using a machine learning technique (random forest method) using the medical interview, subject profiles, and checkup results as predictor to avoid costly measurements of blood sugar, to ensure sustainability of the program in developing countries. Conclusions: The results of this study demonstrate the benefits of an eHealth checkup and teleconsultation program as an effective health care system in developing countries. |
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| 言語 | en | |||||||||||||
| 書誌情報 |
en : Journal of Medical Internet Research 巻 17, 号 1, 発行日 2015-01-28 |
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| 出版社 | ||||||||||||||
| 出版者 | Journal of Medical Internet Research Publications | |||||||||||||
| 言語 | en | |||||||||||||
| DOI | ||||||||||||||
| 関連タイプ | isIdenticalTo | |||||||||||||
| 識別子タイプ | DOI | |||||||||||||
| 関連識別子 | https://doi.org/10.2196/jmir.3705 | |||||||||||||
| ISSN | ||||||||||||||
| 収録物識別子タイプ | EISSN | |||||||||||||
| 収録物識別子 | 1438-8871 | |||||||||||||
| ISSN | ||||||||||||||
| 収録物識別子タイプ | PISSN | |||||||||||||
| 収録物識別子 | 1439-4456 | |||||||||||||
| 著作権関連情報 | ||||||||||||||
| 権利情報Resource | http://creativecommons.org/licenses/by/2.0/ | |||||||||||||
| 権利情報 | Copyright (c) Yasunobu Nohara, Eiko Kai, Partha Pratim Ghosh, Rafiqul Islam, Ashir Ahmed, Masahiro Kuroda, Sozo Inoue, Tatsuo Hiramatsu, Michio Kimura, Shuji Shimizu, Kunihisa Kobayashi, Yukino Baba, Hisashi Kashima, Koji Tsuda, Masashi Sugiyama, Mathieu Blondel, Naonori Ueda, Masaru Kitsuregawa, Naoki Nakashima. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 28.01.2015. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included. | |||||||||||||
| キーワード | ||||||||||||||
| 主題Scheme | Other | |||||||||||||
| 主題 | public health informatics | |||||||||||||
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| 主題Scheme | Other | |||||||||||||
| 主題 | preventive medicine | |||||||||||||
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| 主題Scheme | Other | |||||||||||||
| 主題 | teleconsultation | |||||||||||||
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| 主題Scheme | Other | |||||||||||||
| 主題 | body area network | |||||||||||||
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| 主題Scheme | Other | |||||||||||||
| 主題 | sensor | |||||||||||||
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| 主題Scheme | Other | |||||||||||||
| 主題 | developing countries | |||||||||||||
| 出版タイプ | ||||||||||||||
| 出版タイプ | VoR | |||||||||||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||||
| 査読の有無 | ||||||||||||||
| 値 | yes | |||||||||||||
| 研究者情報 | ||||||||||||||
| https://hyokadb02.jimu.kyutech.ac.jp/html/140_ja.html | ||||||||||||||
| 論文ID（連携） | ||||||||||||||
| 10218417 | ||||||||||||||
| 連携ID | ||||||||||||||
| 7344 | ||||||||||||||
