A hypotensive episode predictor for intensive care based on heart rate and blood pressure time series

Computing in Cardiology

Volumn 37, Issue , 2010, Pages 81-84

  Lee, J ^a,b,c   Mark, R G ^a,b  

^a HARVARD MIT DIVISION OF HEALTH SCIENCES AND TECHNOLOGY   (United States)

^b MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^c NONE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL HEART; BLOOD; BLOOD PRESSURE; FORECASTING; HEART; TIME SERIES;

AREA UNDER ROC CURVE (AUC); HEART RATE AND BLOOD PRESSURE; OBSERVATION WINDOW; POSITIVE PREDICTIVE VALUES; POSTERIOR PROBABILITY; PREDICTION PERFORMANCE; THERAPEUTIC INTERVENTION; WEIGHTING SCHEME;

INTENSIVE CARE UNITS;

EID: 79953818619     PISSN: 23258861     EISSN: 2325887X     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Morris AH. Decision support and safety of clinical environments. Quality and Safety in Health Care 2002;11:69-75. (Pubitemid 35265306)
2. Clifford GD, Long WJ, Moody GB, Szolovits P. Robust parameter extraction for decision support using multimodal intensive care data. Philosophical Transactions of the Royal Society A 2009;367:411-429.
3. Saeed M, Lieu C, Raber G, Mark RG. MIMIC II: a massive temporal ICU patient database to support research in intelligent patient monitoring. Computers in Cardiology 2002; 29:641-644.
4. Redl-Wenzl EM, Armbruster C, Edelmann G, Fischl E, Kolacny M, Wechsler-Fordos A, Sporn P. The effects of norepinephrine on hemodynamics and renal function in severe septic shock states. Intensive Care Medicine 1993;19:151-154. (Pubitemid 23193707)
5. Bernard J, Hommeril J, Passuti N, Pinaud M. Postoperative analgesia by intravenous clonidine. Anesthesiology 1991; 75:577-582.
6. Funahashi K. On the approximate realization of continuous mappings by neural networks. Neural Networks 1989;2:183-192.
7. McLachlan K, Jenkins A, O'Neal D. The role of continuous glucose monitoring in clinical decision making in diabetes in pregnancy. Obstetrical Gynecological Survey 2007; 62(10):643-644.
8. Vespa PM, Nenov V, Nuwer MR. Continuous EEG monitoring in the intensive care unit: early findings and clinical efficacy. Journal of Clinical Neurophysiology 1999;16(1):1-13. (Pubitemid 29096028)
9. Getty DJ, Swets JA, Pickett RM, Gonthier D. System operator response to warnings of danger: a laboratory investigation of the effects of the predictive value of a warning on human response time. Journal of Experimental Psychology 1995; 1(1):19-33.