An interactive healthcare system with personalized diet and exercise guideline recommendation

Jerry C.C. Tseng, Bo Hau Lin, Yu Feng Lin, Vincent S. Tseng, Miin Luen Day, Shyh Chyi Wang, Kuen Rong Lo, Yi Ching Yang

研究成果: Conference contribution

8 引文 (Scopus)

摘要

Recently people pay more and more attention on how to effectively and efficiently analyze the result of regular physical examinations to provide the most helpful information for individual health management. In this paper, we design and develop an interactive system of virtual healthcare assistant to help people, especially for those who suffer from chronic diseases (e.g., metabolic syndrome) to easily understand their health conditions and then well manage it. This system analyzes the result of regular physical examination to evaluate the health risk and provide personalized healthcare services for users in terms of diet and exercise guideline recommendations. We developed some interactive ways for users to easily feedback their vital signs to the system and quickly get the suggestions for health management from the system. Besides the browser-based system, we also developed a mobile App that can regularly remind users to carry out the recommendations, which are provided by the system. To prove the system is feasible in the real-world clinical environment, we also applied the Institutional Review Board (IRB) for a human subject research to validate this system. Other than the functional features, there are also several important non-functional features of the extensibility and the convenience for use. First, we use the physical examination result as the raw data to be analyzed. It's very convenient for users with very low cost. Second, the system design is extendable, so it can be easily adjusted to work for any chronic ills, even other kinds of diseases. Moreover, it can be extended to provide other kinds of healthcare guideline recommendations as well. These features constitute the main contributions of this work.

原文English
主出版物標題TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence
發行者Institute of Electrical and Electronics Engineers Inc.
頁面525-532
頁數8
ISBN(電子)9781467396066
DOIs
出版狀態Published - 2016 二月 12
事件Conference on Technologies and Applications of Artificial Intelligence, TAAI 2015 - Tainan, Taiwan
持續時間: 2015 十一月 202015 十一月 22

出版系列

名字TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence

Other

OtherConference on Technologies and Applications of Artificial Intelligence, TAAI 2015
國家Taiwan
城市Tainan
期間15-11-2015-11-22

指紋

Nutrition
Health
Health risks
Application programs
Systems analysis
Feedback
Costs

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computer Science Applications

引用此文

Tseng, J. C. C., Lin, B. H., Lin, Y. F., Tseng, V. S., Day, M. L., Wang, S. C., ... Yang, Y. C. (2016). An interactive healthcare system with personalized diet and exercise guideline recommendation. 於 TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence (頁 525-532). [7407106] (TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/TAAI.2015.7407106
Tseng, Jerry C.C. ; Lin, Bo Hau ; Lin, Yu Feng ; Tseng, Vincent S. ; Day, Miin Luen ; Wang, Shyh Chyi ; Lo, Kuen Rong ; Yang, Yi Ching. / An interactive healthcare system with personalized diet and exercise guideline recommendation. TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., 2016. 頁 525-532 (TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence).
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abstract = "Recently people pay more and more attention on how to effectively and efficiently analyze the result of regular physical examinations to provide the most helpful information for individual health management. In this paper, we design and develop an interactive system of virtual healthcare assistant to help people, especially for those who suffer from chronic diseases (e.g., metabolic syndrome) to easily understand their health conditions and then well manage it. This system analyzes the result of regular physical examination to evaluate the health risk and provide personalized healthcare services for users in terms of diet and exercise guideline recommendations. We developed some interactive ways for users to easily feedback their vital signs to the system and quickly get the suggestions for health management from the system. Besides the browser-based system, we also developed a mobile App that can regularly remind users to carry out the recommendations, which are provided by the system. To prove the system is feasible in the real-world clinical environment, we also applied the Institutional Review Board (IRB) for a human subject research to validate this system. Other than the functional features, there are also several important non-functional features of the extensibility and the convenience for use. First, we use the physical examination result as the raw data to be analyzed. It's very convenient for users with very low cost. Second, the system design is extendable, so it can be easily adjusted to work for any chronic ills, even other kinds of diseases. Moreover, it can be extended to provide other kinds of healthcare guideline recommendations as well. These features constitute the main contributions of this work.",
author = "Tseng, {Jerry C.C.} and Lin, {Bo Hau} and Lin, {Yu Feng} and Tseng, {Vincent S.} and Day, {Miin Luen} and Wang, {Shyh Chyi} and Lo, {Kuen Rong} and Yang, {Yi Ching}",
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Tseng, JCC, Lin, BH, Lin, YF, Tseng, VS, Day, ML, Wang, SC, Lo, KR & Yang, YC 2016, An interactive healthcare system with personalized diet and exercise guideline recommendation. 於 TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence., 7407106, TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence, Institute of Electrical and Electronics Engineers Inc., 頁 525-532, Conference on Technologies and Applications of Artificial Intelligence, TAAI 2015, Tainan, Taiwan, 15-11-20. https://doi.org/10.1109/TAAI.2015.7407106

An interactive healthcare system with personalized diet and exercise guideline recommendation. / Tseng, Jerry C.C.; Lin, Bo Hau; Lin, Yu Feng; Tseng, Vincent S.; Day, Miin Luen; Wang, Shyh Chyi; Lo, Kuen Rong; Yang, Yi Ching.

TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., 2016. p. 525-532 7407106 (TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence).

研究成果: Conference contribution

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AU - Lo, Kuen Rong

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Tseng JCC, Lin BH, Lin YF, Tseng VS, Day ML, Wang SC 等. An interactive healthcare system with personalized diet and exercise guideline recommendation. 於 TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc. 2016. p. 525-532. 7407106. (TAAI 2015 - 2015 Conference on Technologies and Applications of Artificial Intelligence). https://doi.org/10.1109/TAAI.2015.7407106