Smart home-based health platform for behavioral monitoring and alteration of diabetes patients

Journal of Diabetes Science and Technology

Volumn 3, Issue 1, 2009, Pages 141-148

  Helal, Abdelsalam ^a   Cook, Diane J ^b   Schmalz, Mark ^a  

^a University of Florida   (United States)

^b Washington State University   (United States)

Author keywords

Activity recognition; Assessment consoles; Connected health; Health monitoring; Sensor data analysis; Smart homes

Indexed keywords

ADULT; ALGORITHM; AMBULATORY MONITORING; ARTICLE; ARTIFICIAL INTELLIGENCE; BEHAVIOR THERAPY; DIABETES MELLITUS; HUMAN; INSTRUMENTATION; METHODOLOGY;

ADULT; ALGORITHMS; ARTIFICIAL INTELLIGENCE; BEHAVIOR THERAPY; DIABETES MELLITUS; HUMANS; MONITORING, AMBULATORY;

EID: 70350364471     PISSN: None     EISSN: 19322968     Source Type: Journal    
DOI: 10.1177/193229680900300115     Document Type: Article

References (33)

1. Centers for Disease Control and Prevention. www.cdc.gov/diabetes. Accessed June 19, 2008.
2. National Institute of Diabetes and Digestive and Kidney Diseases of the National Institutes of Health. www.niddk.nih.gov. Accessed June 19, 2008.
3. U.S. Department of Health and Human Services, Office of Minority Health. www.omhrc.gov. Accessed June 19, 2008.
4. Children with Diabetes. www.childrenwithdiabetes.com/index-cwd.htm. Accessed June 19, 2008.
5. American Diabetes Association. www.diabetes.org/weightloss-and-exercise. jsp. Accessed June 19, 2008.
6. National Institute of Diabetes and Digestive and Kidney Diseases. www.niddk.nih.gov/health/nutrit/nutrit.htm. Accessed June 19, 2008.
7. Shape Up America. www.shapeup.org. Accessed June 19, 2008.
8. National Institutes of Health National Diabetes Education Program. ndep.nih.gov/about/factsheet.htm. Accessed June 19, 2008.
9. Centers for Disease Control and Prevention Diabetes Public Health Resource. www.cdc.gov/diabetes/index. htm. Accessed June 19, 2008.
10. Barger TS, Brown DE, Alwan M. Health-status monitoring through analysis of behavioral patterns. IEEE Trans Syst Man Cybern Part A. 2005;35(1):22-7.
11. Carter J, Rosen M. Unobtrusive sensing of activities of daily living: a preliminary report. Proc First Joint BMES/EMBS Conf. (IEEE, 1999); Oct. 13-16, 1999. p. 678.
12. Cook DJ, Das SK, eds. Smart environments: technologies, protocols and applications. Hoboken: John Wiley and Sons; 2004.
13. Helal A, Mokhtari M, Abdulrazak B. The engineering handbook on smart technology for aging, disability and independence. Hoboken: John Wiley and Sons; 2007.
14. Ogawa M, Suzuki R, Otake S, Izutsu T, Iwaya T, Togawa T. Long-term remote behavioral monitoring of elderly by using sensors installed in ordering houses. Proc Int IEEE-EMBS Special Topic Conf Microtechnologies in Medicine and Biology (IEEE, 2002); May 2-4, 2002. pp. 322-35.
15. Kautz H, Arnstein L, Borriello G, Etzioni O, Fox D. An overview of the assisted cognition project. Proc AAAI Workshop on Automation as Caregiver: The Role of Intelligent Technology in Elder Care (AAAI, 2002; July 29, 2002. pp. 60-5.
16. Mihailidis A, Barbenel JC, Fernie G. The efficacy of an intelligent cognitive orthosis to facilitate handwashing by persons with moderate to severe dementia. Neuropsychological Rehabilitation. 2004;14(1-2):135-71.
17. Pollack ME, Brown L, Colbry D, McCarthy CE, Orosz C, Peintner B, Ramakrishnan S, Tsamardinos I. Autominder: An intelligent cognitive orthotic system for people with memory impairment. Robot Auton Syst. 2003;44(3-4):273-82.
18. Mann WC, Helal A. Technology and chronic conditions in later years: reasons for new hope. In: Wahl HW, Tesch-Roemer C, Hoff A, eds. Aging and society. New York: Baywood Publishing Company; 2004.
19. Noel HC, Vogl DC, Erdos JJ, Cornwall D, Levin F. Home telehealth reduces healthcare costs. Telemed J E Health. 2004;10(2):170-83.
20. Warren S, Craft RL. Designing smart healthcare technology into the home of the future. Proc Int BMEEMBS Conf Serving Humanity, Advancing Technology (IEEE, 1999); Oct. 12, 1999. pp. 12-6.
21. Helal S, Mann W, El-Zabadani H, King J, Kaddoura Y, Jansen E. Gator Tech smart house: a programmable pervasive space. IEEE Computer Magazine. 2005;38(3):50-60.
22. Helal A, Mann W, Lee C. Assistive environments for individuals with special needs. In: Cook D, Das SK, eds. Smart environments: technology, protocols and applications. Hoboken: John Wiley and Sons; 2005. pp. 361-83.
23. El-Zabadani H, Helal A, Abdulrazak B, Jansen E. Self-sengin spaces: smart plugs for smart environments. Proc Third International Cnf Smart homes and Health Telematics (ICOST) (IOS, 2005). July 4-6, 2005. pp. 91-8.
24. El-Zabadani H, Helal A, Schmaltz M. PerVision: an integrated pervasive computing/computer vision approach to tracking objects in a self-sensing space. Proc Fourth International Conf Smart Homes and Health Telematics (ICOST) (IOS, 2006). June 2006.
25. Gopalratnam K, Cook DJ. Online sequential prediction via incremental parsing: the active LeZi algorithm. IEEE Intell Syst. 2007;22(1):52-8.
26. Jakkula V, Cook DJ. Anomaly detection using temporal data mining in a smart home environment. Methods Inf Med. 2008;47(1):70-5.
27. Park S, Jayaraman S. Wearable sensor systems: opportunities and challenges. Proc IEEE Engineering in Medicine and Biology Annual Conf. 2005. pp. 4153-5.
28. Singla G, Cook DJ, Schmitter-Edgecombe M. Incorporating temporal reasoning into activity recognition for smart home residents. Proc AAAI Workshop on Spatial and Temporal Reasoning (AAAI, 2008). July 13, 2008.
29. King J, Bose R, Pickles S, Helal A, Vanderploeg S, Russo J. Atlas - a service-oriented sensor platform. Proc First IEEE International Workshop on Practical Issues in Building Sensor Network Applications (AAAI, 2006). Nov. 12-16, 2006.
30. de Deugd S, Carroll R, Kelly KE, Millett B, Ricker J. SODA: service oriented device architecture, IEEE Pervasive Computing. 2006;5(3):94-6.
31. Liao L, Fox D, Kautz H. Location-based activity recognition using relational Markov networks. Proc Int Joint Conf Artificial Intelligence. 2005. pp. 773-8.
32. Philipose M, Fishkin KP, Perkowitz M, Patterson DJ, Fox D, Kautz H, Hähnel D. Inferring activities from interactions with objects. IEEE Pervasive Computing. 2004;3(4):50-7.
33. Wren CR, Munguia-Tapia E. Toward scalable activity recognition for sensor networks. Proc Int Workshop in Location and Context-Awareness. 2006. pp. 168-85.