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Towards improved performance and compliance in healthcare using wearables and bluetooth technologies

Published: 02 November 2015 Publication History

Abstract

Performance and compliance in hospitals are particularly challenging due to the nature of care variability, and the human-intensive clinical activities involved. There is a need to collect fine-grained measurements to enact performance and governance effectively.
Modern wearable technologies, such as smart watches, provide a significant opportunity towards facilitating the gathering of such fine-grained data points such as location. However, indoor localization using wearables is limited due to many factors, including signal sensitivity, interference, and variations in manufacturers specifications.
This paper introduces a domain problem from healthcare, demonstrates empirically the limitations with today's wearables, and outlines novel approaches to dealing with such limitations. Specifically, we demonstrate how modern wearables can be deployed to collect fine-grained performance measures and facilitate governance.

References

[1]
Fletcher, Richard R., Ming-Zher Poh, and Hoda Eydgahi. "Wearable sensors: opportunities and challenges for low-cost health care." Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE. IEEE, 2010.
[2]
Pantelopoulos, Alexandros, and Nikolaos G. Bourbakis. "A survey on wearable sensor-based systems for health monitoring and prognosis." Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on 40.1 (2010): 1--12.
[3]
Park, Sungmee, and Sundaresan Jayaraman. "Enhancing the quality of life through wearable technology." Engineering in Medicine and Biology Magazine, IEEE 22.3 (2003): 41--48.
[4]
Bonato, Paolo. "Clinical applications of wearable technology." Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE. IEEE, 2009.
[5]
Lymberis, A. "Smart wearables for remote health monitoring, from prevention to rehabilitation: current R&D, future challenges." Information Technology Applications in Biomedicine, 2003. 4th International IEEE EMBS Special Topic Conf. on. IEEE, 2003.
[6]
Feldmann, Silke, et al. "An Indoor Bluetooth-Based Positioning System: Concept, Implementation and Experimental Evaluation." International Conference on Wireless Networks. 2003.
[7]
Chang, C., K. Shih, C. Hsu, and H. Chen. "A Location-aware Multicasting Protocol for Bluetooth Location Networks." Information Sciences (2007): 3161--177. Print.
[8]
Aalto, Lauri, et al. "Bluetooth and WAP push based location-aware mobile advertising system." Procs, 2nd international conference on Mobile systems, applications, and services. ACM, 2004.
[9]
Gonzalez-Castano, Francisco J., and Jaime García-Reinoso. "Survivable Bluetooth location networks." Communications, 2003. ICC'03. IEEE International Conference on. Vol. 2. IEEE, 2003.
[10]
Madhavapeddy, Anil, and Alastair Tse. "A study of bluetooth propagation using accurate indoor location mapping." UbiComp: Ubiquitous Computing. Springer Berlin Heidelberg, 2005. 105--122.
[11]
Rodriguez, Miguel, Juan P. Pece, and Carlos J. Escudero. "Inbuilding location using bluetooth." International Workshop on Wireless Ad-hoc Networks. 2005.
[12]
Soh, Wee-Seng. "A comprehensive study of bluetooth signal parameters for localization." Personal, Indoor and Mobile Radio Communications, 2007. PIMRC 2007. IEEE 18th International Symposium on. IEEE, 2007.
[13]
Omar Badreddin, Ricardo Castillo. "Patient Flow Management: Combining Analytical and Observational Data to Uncover Flow Patterns". Proceedings of the International Conference on Health Informatics, Lisbon, Portugal, 12--15 January, 2015.
[14]
Behnam, Saeed Ahmadi, and Omar Badreddin. "Toward a Care Process Metamodel: For business intelligence healthcare monitoring solutions." InSoftware Engineering in Health Care (SEHC), 2013 5th International Workshop on, pp. 79--85. IEEE, 2013.
[15]
Omar Badreddin, Liam Peyton. "Patient Flow Monitoring Systems: Investigation of Alternatives". In pre-proceedings of FHIES/SEHC 2014: Symposium on Foundations of Health Information Engineering and Systems (FHIES) and the Software Engineering in Healthcare (SEHC).

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        Published In

        cover image DL Hosted proceedings
        CASCON '15: Proceedings of the 25th Annual International Conference on Computer Science and Software Engineering
        November 2015
        409 pages

        Publisher

        IBM Corp.

        United States

        Publication History

        Published: 02 November 2015

        Author Tags

        1. RSSI
        2. bluetooth
        3. compliance
        4. electronic healthcare records
        5. governance
        6. healthcare informatics
        7. high efficiency healthcare
        8. indoor localization
        9. performance management
        10. wearables

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