Araştırma Makalesi

Predicting Prognosis of Isolated Head Injury: A Computer-Based Model with Simple Variables

Cilt: 2011 Sayı: 4 1 Nisan 2011
  • Osman Şimşek
  • Necdet Süt
  • Cumhur Kılınçer
  • Mustafa Kemal Hamamcıoğlu
  • Dilek Memiş
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Predicting Prognosis of Isolated Head Injury: A Computer-Based Model with Simple Variables

Abstract

Objective: Over one hundred predictive models were defined in the past for head injury (HI) prognosis, but none of them have been widely used up to the present. The aim of this study is to predict the prognosis of isolated HI patients by simply using data from the first day after injury. Materials and Methods: Data of head injury patients in Trakya University Hospital between January 1996 and December 2006 were obtained from records. The age, gender, causes of HI, basic neurologic examination findings, radiologic findings and discharge status are examined. Results: Most of the data were simplified as absent (0) and present (1), and mortality rates for each groups were accepted weighted values. All data were processed statistically and two models were created. Model 1 with Glasgow Coma Scale (GCS) score predicted the mortality/vegetative event at a rate of 56.5%, and the conscious survival event at 98.7%. Model 2, without the GCS score, predicted the mortality/vegetative event at 55.1% rate and the conscious survival event at 99.2%. Conclusion: Both models could be used for informing the patient and relatives and helping them to understand the severity of HI in busy working conditions of emergency departments.

Keywords

Kaynakça

  1. Signorini DF, Andrews PJ, Jones PA, Wardlaw JM, Miller JD. Predict- ing survival using simple clinical variables: a case study in traumatic brain injury. J Neurol Neurosurg Psychiatry 1999;66:20-5. [CrossRef]
  2. Koskinen S, Alaranta H. Traumatic brain injury in Finland 1991-2005: a nationwide register study of hospitalized and fatal TBI. Brain Inj 2008;22:205-14. [CrossRef]
  3. Schaan M, Jaksche H, Boszczyk B. Predictors of outcome in head injury: proposal of a new scaling system. J Trauma 2002;52:667-74. [CrossRef]
  4. Udekwu P, Kromhout-Schiro S, Vaslef S, Baker C, Oller D. Glasgow Coma Scale score, mortality, and functional outcome in head-in- jured patients. J Trauma 2004;56:1084-9. [CrossRef]
  5. Wardlaw JM, Easton VJ, Statham P. Which CT features help pre- dict outcome after head injury? J Neurol Neurosurg Psychiatry 2002;72:188-92. [CrossRef]
  6. Hukkelhoven CW, Steyerberg EW, Habbema JD, Farace E, Marmarou A, Murray GD, et al. Predicting outcome after trau- matic brain injury: development and validation of a prognos- tic score based on admission characteristics. J Neurotrauma 2005;22:1025-39. [CrossRef]
  7. Hernández AV, Steyerberg EW, Butcher I, Mushkudiani N, Taylor GS, Murray GD, et al. Adjustment for strong predictors of outcome in traumatic brain injury trials: 25% reduction in sample size require- ments in the IMPACT study. J Neurotrauma 2006;23:1295-303. [CrossRef]
  8. Steyerberg EW, Mushkudiani N, Perel P, Butcher I, Lu J, McHugh GS, et al. Predicting outcome after traumatic brain injury: develop- ment and international validation of prognostic scores based on ad- mission characteristics. PLoS Med 2008;5:e165. [CrossRef]

Ayrıntılar

Birincil Dil

İngilizce

Konular

Sağlık Kurumları Yönetimi

Bölüm

Araştırma Makalesi

Yazarlar

Osman Şimşek Bu kişi benim

Necdet Süt Bu kişi benim

Cumhur Kılınçer Bu kişi benim

Mustafa Kemal Hamamcıoğlu Bu kişi benim

Dilek Memiş Bu kişi benim

Yayımlanma Tarihi

1 Nisan 2011

Gönderilme Tarihi

6 Ağustos 2014

Kabul Tarihi

-

Yayımlandığı Sayı

Yıl 2011 Cilt: 2011 Sayı: 4

Kaynak Göster

APA
Şimşek, O., Süt, N., Kılınçer, C., Hamamcıoğlu, M. K., & Memiş, D. (2011). Predicting Prognosis of Isolated Head Injury: A Computer-Based Model with Simple Variables. Balkan Medical Journal, 2011(4), 375-379. https://doi.org/10.5174/tutfd.2010.04317.4
AMA
1.Şimşek O, Süt N, Kılınçer C, Hamamcıoğlu MK, Memiş D. Predicting Prognosis of Isolated Head Injury: A Computer-Based Model with Simple Variables. Balkan Medical Journal. 2011;2011(4):375-379. doi:10.5174/tutfd.2010.04317.4
Chicago
Şimşek, Osman, Necdet Süt, Cumhur Kılınçer, Mustafa Kemal Hamamcıoğlu, ve Dilek Memiş. 2011. “Predicting Prognosis of Isolated Head Injury: A Computer-Based Model with Simple Variables”. Balkan Medical Journal 2011 (4): 375-79. https://doi.org/10.5174/tutfd.2010.04317.4.
EndNote
Şimşek O, Süt N, Kılınçer C, Hamamcıoğlu MK, Memiş D (01 Nisan 2011) Predicting Prognosis of Isolated Head Injury: A Computer-Based Model with Simple Variables. Balkan Medical Journal 2011 4 375–379.
IEEE
[1]O. Şimşek, N. Süt, C. Kılınçer, M. K. Hamamcıoğlu, ve D. Memiş, “Predicting Prognosis of Isolated Head Injury: A Computer-Based Model with Simple Variables”, Balkan Medical Journal, c. 2011, sy 4, ss. 375–379, Nis. 2011, doi: 10.5174/tutfd.2010.04317.4.
ISNAD
Şimşek, Osman - Süt, Necdet - Kılınçer, Cumhur - Hamamcıoğlu, Mustafa Kemal - Memiş, Dilek. “Predicting Prognosis of Isolated Head Injury: A Computer-Based Model with Simple Variables”. Balkan Medical Journal 2011/4 (01 Nisan 2011): 375-379. https://doi.org/10.5174/tutfd.2010.04317.4.
JAMA
1.Şimşek O, Süt N, Kılınçer C, Hamamcıoğlu MK, Memiş D. Predicting Prognosis of Isolated Head Injury: A Computer-Based Model with Simple Variables. Balkan Medical Journal. 2011;2011:375–379.
MLA
Şimşek, Osman, vd. “Predicting Prognosis of Isolated Head Injury: A Computer-Based Model with Simple Variables”. Balkan Medical Journal, c. 2011, sy 4, Nisan 2011, ss. 375-9, doi:10.5174/tutfd.2010.04317.4.
Vancouver
1.Osman Şimşek, Necdet Süt, Cumhur Kılınçer, Mustafa Kemal Hamamcıoğlu, Dilek Memiş. Predicting Prognosis of Isolated Head Injury: A Computer-Based Model with Simple Variables. Balkan Medical Journal. 01 Nisan 2011;2011(4):375-9. doi:10.5174/tutfd.2010.04317.4