MHS: A multimedia system for improving medication adherence in elderly care

IEEE Systems Journal

Volumn 5, Issue 4, 2011, Pages 506-517

  Tang, Lei ^a   Zhou, Xingshe ^a   Yu, Zhiwen ^a   Liang, Yunji ^a   Zhang, Daqing ^b   Ni, Hongbo ^a  

^a NORTHWESTERN POLYTECHNICAL UNIVERSITY   (China)

^b INSTITUT NATIONAL DES TÉLÉCOMMUNICATIONS   (France)

Author keywords

Elderly care; medication adherence; multimedia system; ubiquitous computing

Indexed keywords

ADAPTIVE MULTIMEDIA; CONTEXT-AWARE; ELDERLY CARE; HEALTH-CARE SYSTEM; HOME HEALTHCARE; MEDICATION ADHERENCE; UBIQUITOUS MULTIMEDIA;

HEALTH CARE; MULTIMEDIA SYSTEMS; UBIQUITOUS COMPUTING;

MULTIMEDIA SERVICES;

EID: 82155195895     PISSN: 19328184     EISSN: 19379234     Source Type: Journal    
DOI: 10.1109/JSYST.2011.2165593     Document Type: Article

References (47)

1. World Population Aging at Record Rate. (2009) [Online]. Available: http://www.breakingnewsenglish.com/0907/090721-senior?citizens.html
2. UN Population Division Policy Brief No. 2009/1. (2009, Mar.) [Online]. Available: http://www.un.org/esa/population/publications/UNPD?policybriefs/UNPD? policy?brief1.pdf
3. L. Osterberg and T. Blaschke, "Adherence to medication," New England J. Med., vol. 353, no. 5, pp. 487-497, Aug. 2005. (Pubitemid 41127293)
4. M. Y. Kim, "A multimedia information system for home health-care support," IEEE Multimedia, vol. 2, no. 4, pp. 83-87, Winter 1995.
5. C. Schaeffer and T. May, "Care-o-bot: A system for assisting elderly or disabled persons in home environments," in Proc. Eur. Conf. Adv. Assistive Technol., 1999, pp. 340-345.
6. V. Jones R. Bults, D. Konstantas, and P. A. M. Vierhout, "Healthcare PANs: Personal area networks for trauma care and home care," in Proc. Int. Symp. WPMC, 2001, pp. 1369-1374.
7. S. Vemuri, C. Schmandt, W. Bender, S. Tellex, and B. Lassey, "An audiobased personal memory aid," in Proc. 6th Int. Conf. Ubicomp, 2004, pp. 400-417.
8. M. G. Chambers, S. L. Connor, M. McGonigle, and M. G. Diver, "Multimedia software to help caregivers cope," J. Am. Med. Inform. Assoc., vol. 10, no. 5, pp. 504-511, 2003. (Pubitemid 37093339)
9. S. Ahn, V. C. Joseph, and D. Kim, "Embedded healthcare system for senior residents using internet multimedia homeserver and telephone," in Proc. AsiaSim, Oct. 2004, pp. 177-186. (Pubitemid 41451270)
10. M. P. Donnelly, C. D. Nugent, D. Craig, P. Passmore, and M. Mulvenna, "Development of a cell phone-based video streaming system for persons with early stage Alzheimer's disease," in Proc. 30th Annu. Int. IEEE EMBS Conf., Aug. 2008, pp. 5330-5333.
11. C. Lisetti, F. Nasoz, C. LeRouge, O. Ozyer, and K. Alvarez, "Developing multi-modal intelligent affective interfaces for tele-home health care," Int. J. Human-Comput. Studies, vol. 59, nos. 1-2, pp. 245-255, Jul. 2003.
12. S. Vurgun, M. Philpose, and M. Pavel, "A statistical reasoning system for medication prompting," in Proc. 9th Int. Conf. Ubicomp, vol. 4717. 2007, pp. 1-18.
13. M. Valin, J. Meunier, A. St-Arnaud, and J. Rousseau, "Video surveillance of medication intake," in Proc. Int. Conf. IEEE Eng. Med. Biol. Soc., Aug.-Sep. 2006, pp. 6396-6399. (Pubitemid 46521385)
14. J. Yang, B. Schilit, and D. W. McDonald, "Activity recognition for the digital home," IEEE Comput., vol. 41, no. 4, pp. 82-84, Apr. 2008.
15. G. Singla, D. Cook, and M. Schmitter-Edgecombe, "Incorporating temporal reasoning into activity recognition for smart home residents," in Proc. AAAI Workshop Spatial Temporal Reason., 2008, pp. 53-61.
16. D. Ke, D. Zhang, X. Zhou, M. Mokhtari, M. Hariz, and W. Qin, "HYCARE: A hybrid context-aware reminding framework for elders with mild dementia," in Proc. 8th ICOST, 2008, pp. 9-17.
17. W. D. Yu, P. Ray, and T. Motoc, "WISH: A wireless mobile multimedia information system in healthcare using RFID," Telemed. J. e-Health., vol. 14, no. 4, pp. 362-370, 2008. (Pubitemid 351724167)
18. D. Wiljer and P. Catton, "Multimedia formats for patient education and health communication: Does user preference matter," J. Med. Internet Res., vol. 5, no. 3, p. e19, Jul.-Sep. 2003.
19. O. Cúre, "XIMSA: Extended interactive multimedia system for auto-medication," in Proc. CBMS, Jun. 2004, pp. 570-575.
20. P. Patrick, "Determination of life expectancy: Implications for the practice of medicine," Ann. Long Term Care, vol. 8, no. 4, pp. 21-24, 2010.
21. N. Mead and P. Bower, "Patient-centredness: A conceptual framework and review of the empirical literature," Social Sci. Med., vol. 51, no. 7, pp. 1087-1110, 2000. (Pubitemid 30336443)
22. J. M. Jones, J. Nyhof-Young, A. Friedman, and P. Catton, "More than just a pamphlet: Development of an innovative computer-based education program for cancer patients," Pat. Edu. Counsel., vol. 44, no. 3. pp. 271-281, 2001. (Pubitemid 32842868)
23. Y. Mao, Y. Zhang, and S. Zhai, "Mobile phone text messaging for pharmaceutical care in a hospital in China," J. Telemed. Telecare, vol. 14, no. 8, pp. 410-414, 2008.
24. K. P. Fishkin and M. Wang, A Flexible, Low-Overhead Ubiquitous System for Medication Monitoring, Intel Research, Seattle, WA, Tech. Memo IRS-TR-03-011, 2003 [Online]. Available: http://informationmediary. com/media/pdf/ IntelSystemForMedicationMonitoring.pdf
25. S. Hongeng, R. Nevatia, and F. Bremond, "Video-based event recognition: Activity representation and probabilistic recognition methods," Comput. Vision Image Understand., vol. 96, no. 2, pp. 129-162, 2004.
26. V. F. S. Fook, J. H. Tee, K. S. Yap, A. Wai, J. Maniyeri, B. Jit, and P. Lee, "Smart mote-based medical system for monitoring and handling medication among persons with dementia," in Proc. 5th ICOST, 2007, pp. 54-62. (Pubitemid 350269893)
27. T. Gu, Z. Wu, X. Tao, H. Keng, and P. J. Lu, "epSICAR: An emerging patterns based approach to sequential interleaved and concurrent activity recognition," in Proc. 7th Annu. IEEE Int. Conf. Percom, Mar. 2009, pp. 1-9.
28. J. H. Choi, M. E. Lim, D. H. Kim, and S. J. Park, "Proactive medication assistances based on spatiotemporal context awareness of aged persons," in Proc. Int. Conf. Eng. Med. Biol. Soc., 2008, pp. 5121-5124.
29. C. M. Gartrell, "Socialaware: Context-aware multimedia presentation via mobile social networks," M.S. thesis, Dept. Comput. Sci., Univ. Colorado, Boulder, Dec. 2008.
30. P. Cesar, I. Vaishnavi, R. Kernchen, S. Meissner, C. Hesselman, M. Boussard, A. Spedalieri, D. C. A. Bulterman, and B. Gao, "Multimedia adaptation in ubiquitous environments: Benefits of structured multimedia documents," in Proc. ACM Symp. Document Eng., 2008, pp. 275-284.
31. J. Lundell, T. L. Hayes, S. Vurgun, U. Ozertem, J. Kimel, J. Kaye, F. Guilak, and M. Pavel, "Continuous activity monitoring and intelligent contextual prompting to improve medication adherence," in Proc. 29th Annu. Int. Conf. IEEE EMBS Cité Int., Aug. 2007, pp. 6286-6289.
32. E. Sabate. (2003). Adherence to Long-Term Therapies: Evidence for Action,World Health Organization, Geneva, Switzerland [Online]. Available: http://www.who.int/chronic?conditions/en/adherence?report.pdf
33. K. P. Fishkin and S. Consolvo, Results of Medication Questionnaire #1, Intel Research, Seattle, WA, Tech. Memo IRS-TR-03-002, 2003.
34. E. H. B. Lin and P. Ciechanowski, "Working with patients to enhance medication adherence," Clinical Diabetes, vol. 26, no. 1, pp. 17-19, 2008. (Pubitemid 351186103)
35. Z. Yu, X. Zhou, Z. Yu, J. H. Park, and J. H. Ma, "iMuseum: A scalable context-aware intelligent museum system," Comput. Commun., vol. 31, no. 18, pp. 4376-4382, 2008.
36. S. Bechhofer, F. V. Harmelen, J. Hendler, et al. (2004, Feb.). OWL Web Ontology Language Reference [Online]. Available: http://www.w3.org/TR/owl-ref
37. N. Indurkhya and F. J. Damerau, Handbook of Natural Language Processing, 2nd ed. Boca Raton, FL: Chapman & Hall/CRC Press, 2010.
38. J. J. Carroll, D. Reynolds, I. Dickinson, C. Dollin, D. Reynolds, A. Seaborne, and K. Wilkinson, "Jena: Implementing the semantic web recommendations," in Proc. 13th Int. Conf. WWW, 2004, pp. 74-83.
39. R. Schatz, L. Baillie, P. Fr̈ohlich, S. Egger, and T. Grechenig, "'What are you viewing?' Exploring the pervasive social TV experience," in Mobile TV: Customizing Content and Experience. London, U.K.: Springer, 2010, pp. 255-290.
40. S. B. Allouch, J. V. Dijk, and O. Peters, "The acceptance of domestic ambient intelligence appliances by prospective users," in Proc. 7th Int. Conf. Pervasive Comput., 2009, pp. 77-94.
41. J. Lundell, T. L. Hayes, S. Vurgun, U. Ozertem, J. Kimel, J. Kaye, F. Guilak, and M. Pavel, "Continuous activity monitoring and intelligent contextual prompting to improve medication adherence," in Proc. 29th Annu. Int. Conf. IEEE EMBS Cité Int., Aug. 2007, pp. 6286-6289.
42. L. Tang, X. Zhou, Z. Yu, D. Zhang, and H. Ni, "Adaptive prompting based on Petri net in a smart medication system," in Proc. 1st IEEE Int. Workshop PerHealth, Mar.-Apr. 2010, pp. 328-333.
43. A. Rozinat, R. S. Mans, M. Song, and W. M. P. van der Aalst, "Discovering colored Petri nets from event logs," Int. J. Softw. Tools Technol. Transfer vol. 10, no. 1, pp. 57-74, 2008.
44. T. L. Hayes, K. Cobbinah, T. Dishongh, J. A. Kaye, J. Kimel, M. Labhard, T. Leen, J. Lundell, U. Ozertem, M. Pavel, M. Philipose, K. Rhodes, and S. Vurgun, "A study of medication-taking and unobtrusive, intelligent reminding," Telemed. e-Health, vol. 15, no. 8, pp. 770-776, 2009.
45. N. R. Pal, K. Pal, J. M. Keller, and J. C. Bezdek, "A possibilistic fuzzy c-means clustering algorithm," IEEE Trans. Fuzzy Syst., vol. 13, no. 4, pp. 517-530, Aug. 2005. (Pubitemid 41461446)
46. J. Sun and Z. H. Wu, "Developing context-aware applications in ubiquitous computing environments," in Proc. 6th Int. Conf. Parallel Distrib. Comput. Applicat. Technol., 2005, pp. 297-301. (Pubitemid 43897706)
47. ICTCLAS2009 Document [Online]. Available: http://www.ictclas.org/ hottopic?011.html