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Informatics for Health and Social Care Volume 35, 2010 - Issue 3-4: Ageing and Technology
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Articles

Supporting rehabilitation training of COPD patients through multivariate sensor-based monitoring and autonomous control using a Bayesian network: prototype and results of a feasibility study

Mareike SchulzePeter L. Reichertz Institute for Medical Informatics, University of Braunschweig - Institute of Technology and Hannover Medical School, Mühlenpfordtstr. 23, D-38106 Braunschweig and Carl-Neuberg-Str. 1, Hannover, GermanyCorrespondence[email protected]
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Bianying SongPeter L. Reichertz Institute for Medical Informatics, University of Braunschweig - Institute of Technology and Hannover Medical School, Mühlenpfordtstr. 23, D-38106 Braunschweig and Carl-Neuberg-Str. 1, Hannover, Germany
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Matthias GietzeltPeter L. Reichertz Institute for Medical Informatics, University of Braunschweig - Institute of Technology and Hannover Medical School, Mühlenpfordtstr. 23, D-38106 Braunschweig and Carl-Neuberg-Str. 1, Hannover, Germany
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Klaus-Hendrik WolfPeter L. Reichertz Institute for Medical Informatics, University of Braunschweig - Institute of Technology and Hannover Medical School, Mühlenpfordtstr. 23, D-38106 Braunschweig and Carl-Neuberg-Str. 1, Hannover, Germany
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Riana KayserMedical School Hannover, Institute of Sports Medicine, Carl-Neuberg-Strasse 1, Hannover, Germany
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Uwe TegtburMedical School Hannover, Institute of Sports Medicine, Carl-Neuberg-Strasse 1, Hannover, Germany
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Michael MarschollekPeter L. Reichertz Institute for Medical Informatics, University of Braunschweig - Institute of Technology and Hannover Medical School, Mühlenpfordtstr. 23, D-38106 Braunschweig and Carl-Neuberg-Str. 1, Hannover, Germany
 show all
Pages 144-156 | Published online: 06 Dec 2010

References

  • Fauci AS, Kasper DL, Longo DL, Braunwald E, Hauser SL, Jameson JL, Loscalzo J, editors. Harrison's principles of internal medicine. 17th ed. Mcgraw-Hill Professional2008. pp 1635–1642.
  • World Health Organisation. World Health Statistics 2008. WHO Press: Switzerland; 2008.
  • Murray CJL, Lopez AD. The global burden of disease: a comprehensive assessment of mortality and disability from diseases, injuries, and risk factors in 1990 and projected to 2020. Harvard University Press: Cambridge; 1996.
  • Fukuchi Y, Nishimura M, Ichinose M. COPD in Japan: the Nippon epidemiology study. Respirology 2004;9:458–465.
  • Chavannes N, Vollenberg JJH, van Schayck CP, Wouters EFM. Effects on physical activity in mild to moderate COPD: a systematic review. British Journal of General Practice 2002;52:532–534.
  • Murray JA, Waterman LA, Ward J, Baird JC, Mahler DA. Perceptual and physiological responses during treadmill and cycle exercise in patients with COPD. Chest 2009;135:384–390.
  • Janos V, Janos P, Krisztina B, Richard C, Attila S. Supervised high intensity continuous and interval training vs. self-paced training in COPD. Respiratory Medicine 2007;101:2297–2304.
  • Worth H, Meyer A, Folgering H, Kirsten D, Lecheler J, Magnussen H, Pleyer K, Schmidt S, Schmitz M, Taube K, Wettengel R. Empfehlungen der Deutschen Atemwegsliga zum Sport und körperlichen Training bei Patienten mit obstruktiven Atemwegserkrankungen. [Recommendations of t he German Airway League on sport and physical training in patients with obstructive airway diseases]. Pneumologie 2000;54:61–67.
  • Winter A. The future of medical informatics – some perspectives of intra- and inter-institutional information systems. Methods of Informative Medicine 2009;48:62–65.
  • Marschollek M, Wolf KH, Bott OJ, Howe J, Haux R. Predictions for epidemiologic indicators of age-related diseases and implications for the development of health-enabling technologies. In:Mühlhäuser MFA, Aitenbichler E, editors. Constructing Ambient Intelligence: AmI-07 Workshops Proceedings. Darmstadt: Springer; Communications in Computer and Information Science 2008;2:253–260.
  • Haux R, Howe J, Marschollek M, Plischke M, Wolf KH. Health-enabling technologies for pervasive health care: on services and ICT architecture paradigms. Informatics for Health and Social Care 2008;33:77–89.
  • Winter A, Brigl B, Wendt T. Modeling hospital information systems. I. The revised three-layer graph-based meta model 3LGM2. Methods of Informative Medicien 2003;42:544–551.
  • Song B, Wolf KH, Gietzelt M, Al Scharaa O, Tegtbur U, Haux R, Marschollek M. Decision support for teletraining of COPD patients. Methods of Informative Medicine 2010;49:96–102.
  • Basler H. Grundbegriffe der Wahrscheinlichkeitsrechnung und statistischen Methodenlehre. 11th ed. Physica Verlag Heidelberg; 2000.
  • Tegtbur U, Meyer H, Busse MW. Belastungsdiagnostische Kenngrößen und Katecholamie bei Koronarpatienten. [Stress diagnostic characteristics and catecholamines in coronary artery disease patients]. Zeitschrift für Kardiologie 2002;91:927–936.
  • Jouffe L, Munteanu P. Bayesia [Internet]. Laval, France Available from: http://www.bayesia.com/ (accessed 9 August 2010).
  • Demiris G, Hensel BK. Technologies for an aging society: a systematic review of “smart home” applications. Yearb Medical Informatics 2008;3:33–40.
  • Borg G. Perceived Exertion as an indicator of somatic stress. Scandinavian Journal of Rehabilitation in Medicine 1970;2:92–98.
  • Arnrich B, Mayora O, Bardram J, Tröster G. Pervasive healthcare. Paving the way for a pervasive, user-centered and preventive healthcare model. Methods of Informative Medicine 2010;49:67–73.
  • Koch S, Marschollek M, Wolf KH, Plischke M, Haux R. On health-enabling and ambient-assistive technologies. Methods of Informative Medicine 2009;48:29–37.
  • Pfeiffer KP. Future development of medical informatics from the viewpoint of health telematics. Methods of Informative Medicine 2009;48:55–61.
  • Saranummi N, Wactlar H. Pervasive healthcare, editorial. Methods of Informative Medicine 2008;47:175–177.
  • Bardram JE. Pervasive healthcare as a scientific discipline. Methods of Informative Medicine 2008;47:178–185.
  • Demiris G. Smart homes and ambient assisted living in an aging society – new opportunities and challenges for biomedical informatics, editorial. Methods of Informative Medicine 2008;47:56–57.

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