Health social network of things: towards integrated autonomous online community healthcare
Huang, Yi (2023) Health social network of things: towards integrated autonomous online community healthcare. PhD thesis, James Cook University Singapore.
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Abstract
This research integrated healthcare social networks with remote patient monitoring systems. Novel methods were developed to extract interpretable clinical data from biosignals and enable semantic searching of health information. The findings support personalized healthcare by facilitating access to relevant health data and communities through analysis of biosignals.
| Item ID: | 84315 |
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| Item Type: | Thesis (PhD) |
| Keywords: | Biomedical engineering, bio informatics, data mining, noise reduction, diagnosis using mobile devices |
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| Copyright Information: | ©️ 2023 Yi Huang |
| Additional Information: | Five publications arising from this thesis are stored in ResearchOnline@JCU, at time of processing. Please see the Related URLS. The publications are: [Chapter 3] Huang, Yi, and Song, Insu (2018) A better online method of heart diagnosis. In: Proceedings of the 3rd International Conference on Biomedical Signal and Image Processing. pp. 81-86. From: ICBIP 2018: 3rd International Conference on Biomedical Signal and Image Processing, 22-24 August 2018, Seoul, Korea. [Chapter 5] Huang, Yi, and Song, Insu (2022) Cardio Vec: Searching Heart Health Information Using ECG Signals. In: Proceedings of the 7th International Conference on Computational Intelligence and Applications. pp. 243-247. From: ICCIA 2022: IEEE 7th International Conference on Computational Intelligence and Applications, 24-26 June 2022, Nanjing, China. [Chapter 7] Huang, Yi, and Song, Insu (2022) PhysioVec: A Multi-stage Deep-Learning Framework for Searching Online Health Information with Breath Sound. In: Proceedings of the 5th International Conference on Big Data and Artificial Intelligence. pp. 26-33. From: BDAI 2022: IEEE 5th International Conference on Big Data and Artificial Intelligence, 8-10 July 2022, Fuzhou, China. [Chapter 9] Song, Insu, Huang, Yi, Koh, Tieh Hee Hai, and Rajadurai, Victor Samuel (2021) Pervasive Monitoring of Gastrointestinal Health of Newborn Babies. In: Lecture Notes in Computer Science LNAI (13031) pp. 359-369. From: PRICAI 2021: 18th Pacific Rim International Conference on Artificial Intelligence, 8-12 November 2021, Hanoi, Vietnam. [Chapter 10] Huang, Yi, and Song, Insu (2022) PhysioVec: IoT Biosignal Based Search Engine for Gastrointestinal Health. In: Proceedings of the 7th International Conference on Computational Intelligence and Applications. pp. 230-236. From: ICCIA 2022: IEEE 7th International Conference on Computational Intelligence and Applications, 24-26 June 2022, Nanjing, China. |
| Date Deposited: | 23 Dec 2024 05:01 |
| FoR Codes: | 46 INFORMATION AND COMPUTING SCIENCES > 4601 Applied computing > 460102 Applications in health @ 100% |
| SEO Codes: | 20 HEALTH > 2099 Other health > 209999 Other health not elsewhere classified @ 100% |
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