Review of a large clinical series: Predicting death for patients with abdominal septic shock

Journal of Intensive Care Medicine

Volumn 26, Issue 1, 2011, Pages 27-33

  Hanisch, Ernst ^a   Brause, Rüdiger ^a   Paetz, Jürgen ^a   Arlt, Björn ^a  

^a GOETHE UNIVERSITY   (Germany)

Author keywords

alarm system; neural network; scores; septic shock

Indexed keywords

ABDOMINAL SEPTIC SHOCK; ADULT; AGED; ALARM MONITOR; APACHE; ARTICLE; ARTIFICIAL NEURAL NETWORK; DEATH; DIASTOLIC BLOOD PRESSURE; FEMALE; HUMAN; INTENSIVE CARE UNIT; MAJOR CLINICAL STUDY; MALE; MORTALITY; MULTIPLE ORGAN DYSFUNCTION SCORE; PREDICTOR VARIABLE; PRIORITY JOURNAL; PROGNOSIS; SCORING SYSTEM; SEPSIS RELATED ORGAN FAILURE ASSESSMENT; SEPTIC SHOCK; SIMPLIFIED ACUTE PHYSIOLOGY SCORE II; SYSTOLIC BLOOD PRESSURE; THROMBOCYTE COUNT;

APACHE; HUMANS; INTENSIVE CARE UNITS; MULTIPLE ORGAN FAILURE; MULTIVARIATE ANALYSIS; NEURAL NETWORKS (COMPUTER); PROGNOSIS; RISK ASSESSMENT; SEVERITY OF ILLNESS INDEX; SHOCK, SEPTIC;

EID: 79251604994     PISSN: 08850666     EISSN: 15251489     Source Type: Journal    
DOI: 10.1177/0885066610384058     Document Type: Article

References (29)

1. Schottmüller H. Wesen und Behandlung der Sepsis. Inn Med. 1914 ; 31: 257-280.
2. Hanisch E., Encke A. Intensive care management in abdominal surgical patients with septic complications. In: Faist E, ed. Immunological Screening and Immunotherapy in Critically Ill Patients With Abdominal Infections. Berlin: Springer-Verlag; 2001: 71-138.
3. Hotchkiss R., Karl I. The pathophysiology and treatment of sepsis. N Engl J Med. 2003 ; 348 (2). 138-150.
4. Rivers E., Nguyen B., Havstad S., et al. Early goal-directed therapy in the treatment of severe sepsis and septic shock. N Engl J Med. 2001 ; 345 (19). 1368-1377.
5. Van den Berghe G., Wouters P., Weekers F., et al. Intensive insulin therapy in critically ill patients. N Engl J Med. 2001 ; 345 (19). 1359-1367.
6. Annane D. Corticostereoids for septic shock. Crit Care Med. 2001 ; 29 (suppl): S117 - S120.
7. Brunkhorst F., Engel C. h, Bloos F., et al. Intensive insulin therapy and pentastarch resuscitation in severe sepsis. N Engl J Med. 2008 ; 358 (2). 125-139.
8. Sprung CH, Annane D., Keh D., et al. Hydrocortisone therapy for patients with septic shock. N Engl J Med. 2008 ; 358 (2). 111-124.
9. Bernard GR, Vincent J-L., Laterre PF, et al. Efficacy and safety of recombinant human activated Protein C for severe sepsis. N Engl J Med. 2001 ; 344 (10). 699-709.
10. Eichacker P., Danner R., Suffredini A., Cui X., Natanson C. Reassessing recombinant human activated protein C for sepsis: Time for a new randomized controlled trial. Crit Care Med. 2005 ; 33 (10). 2426-2428.
11. Afshari A., Wetterlev J., Brok J., Moller A. Antithrombin III in critically ill patients: a systematic review with meta-analysis and trial sequential analysis. BMJ. 2007 ; 335 (7632). 1248-1251.
12. Bone RC, Balk RA, Cerra FB, et al. American college of chest physicians/society of critical care medicine consensus conference: definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis. Crit Care Med. 1992 ; 20 (6). 864-875.
13. Levy MM, Fink MP, Marshall JC, et al. 2001 SCCM/ESICM/ ACCP/ATS/SIS International Sepsis Definitions Conference. Crit Care Med. 2003 ; 31 (4). 1250-1256.
14. Paetz J., Arlt B., Erz K., Holzer K., Brause R., Hanisch E. Data Quality Aspects of a Database for Abdominal Septic Shock Patients. Computer Methods Programs Biomed. 2004 ; 75 (1). 23-30.
15. Vincent JL, Moreno R., Takala J., et al. The SOFA (sepsis-related organ failure assessment) score to describe organ dysfunction/ failure. Intensive Care Med. 1996 ; 22 (7). 707-710.
16. Vincent JL, de Mendonca A., Cantraine F., et al. Use of the SOFA score to assess the incidence of organ dysfunction/failure in intensive care units: results of a multicenter, prospective study. Crit Care Med. 1998 ; 26 (11). 1793-1800.
17. Knaus WA, Draper EA, Wagner DP, et al. APACHE II: a severity of disease classification system. Crit Care Med. 1985 ; 13 (10). 818-829.
18. Le Gall Jr, Lemeshow S., Saulnier F. A new simplified acute physiology score (SAPS II) based on a European/North American multicenter study. JAMA. 1993 ; 270 (24). 2957-2963.
19. Marshall JC, Cook DJ, Christou NV, et al. Multiple organ dysfunction score: a reliable descriptor of a complex clinical outcome. Crit Care Med. 1995 ; 23 (10). 1638-1652.
20. Jennett B., Teasdale G. Assessment of coma and impaired consciousness: a practical scale. Lancet. 1974 ; 1 (2782). 81-84.
21. Paetz J. Metric Rule Generation with Septic Shock Patient Data. Proc. of the 2001 IEEE Int. Conf. on Data Mining (ICDM'01), San Jose, CA, USA: IEEE Computer Society Press; 2001 :637-638.
22. Brause R., Hamker F., Paetz J. Septic shock diagnosis by neural networks and rule based systems. In Schmitt M, et al. eds. Computational Intelligence Processing in Medical Diagnosis. Heidelberg: Physica ; 2002: 323-356.
23. Hartung J. Statistik. 11th ed. Munich: Oldenbourg ; 1998.
24. Brause R., Hanisch E., Paetz J., Arlt B. The MEDAN-Project: Results and their medical meaning. In: Nierhaus A, Schulte am Esch J, eds. 3rd Int. Symp, Sepsis, SIRS, Immune Response-Concepts, Diagnostics and Therapy. Lengerich, Germany: PABST Science Publishers ; 2003: 122-129.
25. Paetz J., Arlt B. A Neuro-fuzzy Based Alarm System for Septic Shock Patients with a Comparison to Medical Scores. Lecture Notes in Computer Science, Berlin/Heidelberg, Germany: Springer Verlag 2002 ; (2526). 42-52.
26. Paetz J. Evolving Score Neural Networks. In: Bhanu Prasad(Ed.): Proc. of the 1st Indian Int. Conf. on Artificial Intelligence IICAI 2003, Hyderabad, India, IICAI, ISBN 0-9727412-0-8, 2003: 57-65.
27. Rowe PM Septic shock-finding the way through the maze. Lancet. 1999 ; 354 (9195). 2058.
28. Wade S., Büssow M., Hanisch E. Epidemiologie von SIRS, Sepsis und septischem Schock bei chirurgischen Intensivpatienten. Chirurg. 69, 1998: 648-655.
29. Carlet J., Cohen J., Calandra T., Opal S., Masur H. Sepsis: time to reconsider the concept. Crit Care Med. 2008 ; 36: 964-966.