Skip to main content

Multi Agent Application for Chronic Patients: Monitoring and Detection of Remote Anomalous Situations

  • Conference paper
  • First Online:
Highlights of Practical Applications of Scalable Multi-Agent Systems. The PAAMS Collection (PAAMS 2016)

Abstract

The clinical study of the most basic vital signs of a patient represents the simplest and most effective way to detect and monitor health problems. There are many diseases that can be diagnosed and controlled through regular monitoring of these medical data. The purpose of this study is to develop a monitoring and tracking system for the various vital signs of a patient. In particular, this work focuses on the design of a multi-agent architecture composed of virtual organizations with capabilities to integrate different medical sensors on an open, low-cost hardware platform. This system integrates hardware and software elements needed for the routine measurement of vital signs, performed by the patient or caregiver without having to go to a medical center.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Aquilano, N.J., Smith, D.E.: A formal set of algorithms for project scheduling with critical path scheduling/material requirements planning. J. Oper. Manage. 1(2), 57–67 (1980)

    Article  Google Scholar 

  2. van den Berg, N., et al.: Telemedicine and telecare for older patients–a systematic review. Maturitas 73(2), 94–114 (2012)

    Article  Google Scholar 

  3. Busse, R., et al.: Tackling chronic disease in Europe: strategies, interventions and challenges. Obs. Stud. 20, 111 (2010)

    Google Scholar 

  4. Corchado, J.M., et al.: GerAmi: improving healthcare delivery in geriatric residences. IEEE Intell. Syst. 23(2), 19–25 (2008)

    Article  MathSciNet  Google Scholar 

  5. Fezari, M., et al.: Ambulatory health monitoring system using wireless sensors node. Procedia Comput. Sci. 65, 86–94 (2015)

    Article  Google Scholar 

  6. Fraile, J.A. et al.: Context-aware multiagent system: planning home care tasks. Knowl. Inf. Syst. (2013)

    Google Scholar 

  7. Howe, A., Anderson, J.: Involving patients in medical education. BMJ 327(7410), 326–328 (2003)

    Article  Google Scholar 

  8. Huang, F.-H.: Explore home care needs and satisfaction for elderly people with chronic disease and their family members. Procedia Manuf. 3, 173–179 (2015)

    Article  Google Scholar 

  9. Knai, C., et al.: Systematic review of the methodological quality of clinical guideline development for the management of chronic disease in Europe. Health Policy 107(2–3), 157–167 (2012)

    Article  Google Scholar 

  10. Koutkias, V.G., et al.: Multi-agent system architecture for heart failure management in a home care environment. Comput. Cardiol. 2003, 383–386 (2003)

    Google Scholar 

  11. Preuveneers, D., et al.: The future of mobile e-health application development: exploring HTML5 for context-aware diabetes monitoring. Procedia Comput. Sci. 21, 351–359 (2013)

    Article  Google Scholar 

  12. Varma, D., et al.: Development of home health care self monitoring system 4(6), 252–255 (2015)

    Google Scholar 

  13. Varshney, U.: Mobile health: Four emerging themes of research. Decis. Support Syst. 66, 20–35 (2014)

    Article  Google Scholar 

  14. Virone, G., et al.: An advanced wireless sensor network for health monitoring. Transdiscipl. Conf. Distrib. Diagnosis Home Healthc. 2–5 (2006)

    Google Scholar 

  15. Wimmer, N.J., et al.: The clinical significance of continuous ECG (ambulatory ECG or Holter) monitoring of the ST-segment to evaluate ischemia: a review. Prog. Cardiovasc. Dis. 56(2), 195–202 (2013)

    Article  Google Scholar 

  16. Wood, A., et al.: Context-aware wireless sensor networks for assisted living and residential monitoring. IEEE Netw. 22(4), 26–33 (2008)

    Article  Google Scholar 

  17. Zato, C., et al.: PANGEA: a new platform for developing virtual organizations of agents. Int. J. Artif. Intell. 11(13A), 93–102 (2013)

    Google Scholar 

  18. Chris Rorden’s Neuropsychology Lab  » Open source multi-channel EEG/ECG/EMG. http://www.mccauslandcenter.sc.edu/CRNL/tools/ads1298

  19. Cooking Hacks - Electronic Kits, tutorials and guides for Makers and Education. https://www.cooking-hacks.com/

  20. Raspberry Pi - Teach, Learn, and Make with Raspberry Pi. https://www.raspberrypi.org/

Download references

Acknowledgements

The research of Alberto L. Barriuso has been co-financed by the European Social Fund (Operational Programme 2014-2020 for Castilla y León, EDU/128/2015 BOCYL).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Daniel Hernández .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this paper

Cite this paper

Hernández, D., Villarrubia, G., Barriuso, A.L., Lozano, Á., Revuelta, J., De Paz, J.F. (2016). Multi Agent Application for Chronic Patients: Monitoring and Detection of Remote Anomalous Situations. In: Bajo, J., et al. Highlights of Practical Applications of Scalable Multi-Agent Systems. The PAAMS Collection. PAAMS 2016. Communications in Computer and Information Science, vol 616. Springer, Cham. https://doi.org/10.1007/978-3-319-39387-2_3

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-39387-2_3

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-39386-5

  • Online ISBN: 978-3-319-39387-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics