In-time prognosis based on swarm intelligence for home-care monitoring: A case study on pulmonary disease

IEEE Sensors Journal

Volumn 12, Issue 3, 2012, Pages 692-698

  Arpaia, Pasquale ^a   Manna, Carlo ^b   Montenero, Giuseppe ^a   D'Addio, Giovanni ^c  

^a UNIVERSITY OF SANNIO   (Italy)

^b UNIVERSITY OF NAPLES FEDERICO II   (Italy)

^c IRCCS   (Italy)

Author keywords

Computer aided diagnosis; fuzzy logic; particle swarm optimization (PSO)

Indexed keywords

CRITICAL CONDITION; CRITICAL STATE; HEALTH-CARE SYSTEM; MONITORED PARAMETERS; PATIENT DIAGNOSIS; PHYSIOLOGICAL PARAMETERS; POSSIBLE FUTURES; SWARM INTELLIGENCE;

ARTIFICIAL INTELLIGENCE; CELLULAR AUTOMATA; COMPUTER AIDED DIAGNOSIS; CRITICAL CURRENT DENSITY (SUPERCONDUCTIVITY); FUZZY LOGIC; HEALTH CARE; INDUSTRIAL RESEARCH; MONITORING; PHYSIOLOGY;

PHYSIOLOGICAL MODELS;

EID: 84856843568     PISSN: 1530437X     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSEN.2011.2158305     Document Type: Article

References (28)

1. "A Remote Monitoring and Automatic Diagnostic System for Elderly and Handicapped People at Home," Granted in the Framework of POR 3.17 ICT by Regione Campania Project n. FIL568210.
2. R. J. Vidmar, "On the use of atmospheric plasmas as electromagnetic reflectors," IEEE Trans. Plasma Sci., vol. 21, no. 3, pp. 876-880, Aug. 1992.
3. A. Eren, A. Subasi, and O. Coskun, "A decision support system for telemedicine through the mobile telecommunications platform," J. Med. Syst., vol. 32, no. 1, pp. 31-35, 2008.
4. U. Fidan and N. F. Guler, "A four channel biotelemetry system employing indoor," J. Med. Syst., vol. 31, no. 3, pp. 159-165, 2007. (Pubitemid 46985757)
5. S. Walczak, "A multiagent architecture for developing medical information retrieval agents," J. Med. Syst., vol. 27, no. 5, pp. 479-498, 2003. (Pubitemid 38115307)
6. C. E. Kuziemsky, F. Laul, and F. C. Leung, "A review on diffusion of personal digital assistants in healthcare," J. Med. Syst., vol. 29, no. 4, pp. 335-342, 2005. (Pubitemid 41203638)
7. M. Hashiba, T. Matsuto, F. Arai, T. Yamakawa, and K. Azakawa, "Accessing endoscopic images for remote conference and diagnosis using WWW server with a secure socket layer," J. Med. Syst., vol. 24, no. 6, pp. 333-338, 2000. (Pubitemid 32002814)
8. R. A. Neill, A. G. Mainous, J. R. Clark, and M. D. Hagen, "The utility of electronic mail as a medium for patient-physician communication," Archives Family Med., vol. 3, pp. 268-271, 1994.
9. D. B. Fridsma, P. Ford, and R. Altman, "A survey of patient access to electronic mail: Attitudes, barriers, and opportunities," in Proc. Annu. Symp. on Computer Applications in Med. Care, Sydney, 1994, pp. 15-19.
10. R.Welz, Y. Ligier, and O. Ratib, "Design of a cooperative teleradiology system," Telemed. J., vol. 1, pp. 195-201, 1995.
11. W. J. Crump and R. J. Tessen, "Communication in integrated practice networks: Using interactive video technology to build the medical office without walls," Texas Med. Inf., vol. 93, pp. 70-74, 1997.
12. P. Adlassing, "A fuzzy logical model of computer assisted medical diagnosis," Math. Inf. Med., vol. 19, no. 3, pp. 141-144, 1980.
13. M. Gott, Telematics for Health: The Role of Telemedicine in Homes and Communities. Oxford, U.K.: Radcliffe Med. Press, 1995.
14. M. Kukar, "Transductive reliability estimation for medical diagnosis," Art. Intel. Med., vol. 29, pp. 81-106, 2003. (Pubitemid 37072093)
15. C. Berzuini and C. Larizza, "A unified approach for modeling longitudinal and failure time data, with application in medical monitoring," IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 2, 1996.
16. C. Blum and D. Merkle, Eds., Swarm Intelligence Berlin, Springer-Verlag, 2008.
17. M. A. Vila and M. Delgado, "On medical diagnosis using possibility measures," Fuzzy Sets and Systems, vol. 10, pp. 211-215, 1983.
18. A. O. Esogbue and R. C. Elder, "Management and valuation of a fuzzy mathematical model for medical diagnosis," Fuzzy Sets Syst., vol. 10, pp. 223-226, 1992.
19. M. Dorigo, V. Maniezzo, and A. Colorni, "The ant system: Optimizing by a colony of cooperating agents," IEEE Trans. Syst. Man Cybern.-Part B, vol. 26, no. 1, pp. 1-13, 1996.
20. J. Kennedy, R. C. Eberhart, and Y. Shi, Swarm Intelligence. S. Francisco, CA: Morgan Kaufmann, 2004.
21. K. E. Parsopoulos and M. N. Vrahatis, "Recent approaches to global optimization problems through particle swarm optimization," Nat. Comput., vol. 1, no. 2-3, pp. 235-306, 2002.
22. K. E. Parsopoulos and M. N. Vrahatis, "On the computation of all global minimizers through particle swarm optimization," IEEE Trans. Evol. Comput., vol. 8, no. 3, pp. 211-224, 2004.
23. C. R. Celli et al., "The body-mass index, airflow obstruction, dyspnea, and exercise capacity index in chronic obstructive pulmonary disease," N. England J. Med., vol. 350, p. 10, 2004.
24. "Spirometry for Health Care Providers Global Initiative for Chronic Obstructive Lung Disease (GOLD)," Global Initiative for Chronic Obstructive Lung Disease, 2010 [Online]. Available: http://www.goldcopd. org
25. R. J. A. Butland et al., "Two, six, and 12 minute walking tests in respiratory disease," BMJ, vol. 284, pp. 1607-1608, 1982.
26. D. A. Mahler et al., Am. Rev. Respir. Dis., vol. 135, p. 1229, 1987.
27. BMI Classification. URL World Health Organization.
28. A. L. Gibbs and E. Braunwald, Primary Cardiology. Philadelphia: Saunders, 1998.