Automatic characterization of events on SpO2 signal: Comparison of two methods

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 26 V, Issue , 2004, Pages 3474-3477

  Chambrin, M C ^a   Charbonnier, S ^b   Sharshar, S ^a   Becq, G ^b   Badji, L ^b  

^a INSERM   (France)

^b GRENOBLE INSTITUTE OF TECHNOLOGY   (France)

Author keywords

Decision support; Intensive care; Trend analysis

Indexed keywords

DECISION SUPPORT SYSTEMS; MEDICAL APPLICATIONS; PARAMETER ESTIMATION; PATIENT TREATMENT; PHYSIOLOGICAL MODELS; PROBLEM SOLVING; REGRESSION ANALYSIS; SIGNAL PROCESSING;

DECISION SUPPORT; INTENSIVE CARE; PROBE DECONNECTION; TREND ANALYSIS;

INTENSIVE CARE UNITS;

EID: 11144306565     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. M.C. Chambrin, "Alarms in the intensive care unit: how can the number of false alarms be reduced?" Crit Care. Vol 5, no 4, pp. 184-88, Aug. 2001.
2. D. Calvelo, M.C. Chambrin, D. Pomorski, P. Ravaux, "Towards symbolization using data-driven extraction of local trends for ICU monitoring." Artif Intell Med, vol 19, pp. 203-223, 2000.
3. S. Charbonnier, G. Becq, L. Biot, "On line segmentation algorithm for continuously monitored data in Intensive Care Units," IEEE Trans. Biomed. Eng., vol. 51, no. 3, pp. 484-492, March 2004.
4. S. Charbonnier "On line extraction of successive temporal sequences from ICU high frequency data for decision support information" AIME03, Lecture notes in Artificial Intelligence 2780, pp. 1-10, 2003.
5. R.K. Avent, J.D. Charlton,"A critical review of trend-detection methodologies for biomedical monitoring systems", Crit Rev Biomed Eng, vol 17, no 6, pp. 621-659, 1990.
6. I. Haimowitz, I. Kohane,"Managing temporal worlds for medical trend diagnosis", Artif Intell Med, vol 8, no 3, pp. 299-321, Jul. 1996.
7. F. Steimann."The interpretation of time-varying data with DIAMON-1," Artif Intell Med, vol 8, no 4, pp. 343-357, Aug 1996