Abstract
This research presents the design and implementation of a fully automated chair equipped with sensors to assess the health status of patients. The chair measures vital signs such as weight, blood pressure, heart rate, oxygen level, and temperature. The system is fully integrated with the ThingSpeak IoT cloud platform. The collected data in ThingSpeak is processed by a machine learning model in the cloud to detect sudden changes in vital signs and send alerts to notify doctors. The proposed method utilizes K-means clustering to identify abnormal or sudden variations in vital signs. Future developments aim to integrate the chair with a user-friendly application that includes patient details, a video call appointment option, medication and appointment reminders, and outpatient ID (OP ID) generation.
References
- Sodhi, Sahil Singh, Akash Singh Kunwar, Karan Dhingra, and G. Suganya. "Smart chair." In 2017 International Conference on Inventive Computing and Informatics (ICICI), IEEE, 2017. 139-148.
- Lockwood, Craig, Tiffany Conroy-Hiller, and Tamara Page. "Vital signs." JBI Evidence Synthesis 2, no. 6 (2004): 1-38.
- Alan Turing et al., "Online Payment Catarinucci, Luca, Danilo De Donno, Luca Mainetti, Luca Palano, Luigi Patrono, Maria Laura Stefanizzi, and Luciano Tarricone. "An IoT-aware architecture for smart healthcare systems." IEEE internet of things journal 2, no. 6 (2015): 515-526.
- Jeong, Joon-Soo, Oakyoung Han, and Yen-You You. "A design characteristics of smart healthcare system as the IoT application." Indian Journal of Science and Technology 9, no. 37 (2016): 1-8.
- Huong, Nguyen Thi Minh, Vo Quoc Bao, Nguyen Trung Hau, and Huynh Quang Linh. "A Smart Chair for Health Monitoring in Daily Life." arXiv preprint arXiv:2410.01459 (2024).
- Gupta, Pooja, Sunita Varma, Neeraj Arya, and Upendra Singh. "IoT-Based Smart Chair for Healthcare Supporting System." In Intelligent Sensor Node-Based Systems, Apple Academic Press, 2023. 39-52.
- Li, Wei, Yuanbo Chai, Fazlullah Khan, Syed Rooh Ullah Jan, Sahil Verma, Varun G. Menon, fnm Kavita, and Xingwang Li. "A comprehensive survey on machine learning-based big data analytics for IoT-enabled smart healthcare system." Mobile networks and applications 26 (2021): 234-252.
- Mohapatra, Subasish, Prashanta Kumar Patra, Subhadarshini Mohanty, and Bhagyashree Pati. "Smart health care system using data mining." In 2018 International Conference on Information Technology (ICIT), IEEE, 2018. 44-49.
- World Health Organization (WHO) guidelines on hand hygiene in health care,[online] Available: http:// whqlibdoc. who.int /hq/ 2009/who_ier_psp_2009.07_eng. pdf
- Pfannstiel, Mario A., and Christoph Rasche. Service design and service thinking in healthcare and hospital management. Switzerland, AG: Springer International Publishing, 2019.