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Volumn 121, Issue 6, 2014, Pages 1314-1322

Validation of a prognostic score for early mortality in severe head injury cases

Author keywords

Early death; External validation; Prognosis; Severe traumatic brain injury

Indexed keywords

ADULT; AREA UNDER THE CURVE; ARTICLE; BRAIN HEMATOMA; COHORT ANALYSIS; COMPUTER ASSISTED TOMOGRAPHY; COST CONTROL; EPIDURAL HEMATOMA; FEMALE; GROUPS BY AGE; HUMAN; HYPOXIA; INJURY SEVERITY; MAJOR CLINICAL STUDY; MALE; MORTALITY; MULTICENTER STUDY; OBSERVATIONAL STUDY; PREDICTIVE VALUE; PRIORITY JOURNAL; PROGNOSIS; PROSPECTIVE STUDY; PUPIL REFLEX; RANDOMIZED CONTROLLED TRIAL (TOPIC); RECEIVER OPERATING CHARACTERISTIC; SHOCK; SUBARACHNOID HEMORRHAGE; SUBDURAL HEMATOMA; TRAUMATIC BRAIN INJURY; VALIDATION STUDY; BRAIN INJURIES; CLINICAL TRIAL; FACTUAL DATABASE; GLASGOW COMA SCALE; INJURY SCALE; MIDDLE AGED; MULTIVARIATE ANALYSIS; RADIOGRAPHY; REPRODUCIBILITY; STANDARDS; STATISTICAL MODEL; YOUNG ADULT;

EID: 84925222952     PISSN: 00223085     EISSN: 19330693     Source Type: Journal    
DOI: 10.3171/2014.7.JNS131874     Document Type: Article
Times cited : (37)

References (43)
  • 3
    • 0030279805 scopus 로고    scopus 로고
    • American Association of Neurological Surgeons, Joint Section on Neurotrauma and Critical Care: Guidelines for the management of severe head injury
    • Brain Trauma Foundation
    • Brain Trauma Foundation, American Association of Neurological Surgeons, Joint Section on Neurotrauma and Critical Care: Guidelines for the management of severe head injury. J Neurotrauma 13:641-734, 1996
    • (1996) J Neurotrauma , vol.13 , pp. 641-734
  • 4
    • 0032839242 scopus 로고    scopus 로고
    • Current status of neuroprotection trials for traumatic brain injury: Lessons from animal models and clinical studies
    • Bullock MR, Lyeth BG, Muizelaar JP: Current status of neuroprotection trials for traumatic brain injury: lessons from animal models and clinical studies. Neurosurgery 45:207-220, 1999
    • (1999) Neurosurgery , vol.45 , pp. 207-220
    • Bullock, M.R.1    Lyeth, B.G.2    Muizelaar, J.P.3
  • 5
    • 0033944838 scopus 로고    scopus 로고
    • Management and prognosis of severe traumatic brain injury. Part 2: Early indicators of prognosis in severe traumatic brain injury
    • Chesnut RM, Ghajar J, Maas AIR, Marion DW, Servadei F, Teasdale G, et al: Management and prognosis of severe traumatic brain injury. Part 2: Early indicators of prognosis in severe traumatic brain injury. J Neurotrauma 17:555-627, 2000
    • (2000) J Neurotrauma , vol.17 , pp. 555-627
    • Chesnut, R.M.1    Ghajar, J.2    Maas, A.I.R.3    Marion, D.W.4    Servadei, F.5    Teasdale, G.6
  • 6
    • 0018908569 scopus 로고
    • Neurological course and correlated computerized tomography findings after severe closed head injury
    • Clifton GL, Grossman RG, Makela ME, Miner ME, Handel S, Sadhu V: Neurological course and correlated computerized tomography findings after severe closed head injury. J Neurosurg 52:611-624, 1980
    • (1980) J Neurosurg , vol.52 , pp. 611-624
    • Clifton, G.L.1    Grossman, R.G.2    Makela, M.E.3    Miner, M.E.4    Handel, S.5    Sadhu, V.6
  • 7
    • 0019482744 scopus 로고
    • Neuropathology of early and late deaths after head injury
    • Clifton GL, McCormick WF, Grossman RG: Neuropathology of early and late deaths after head injury. Neurosurgery 8:309-314, 1981
    • (1981) Neurosurgery , vol.8 , pp. 309-314
    • Clifton, G.L.1    McCormick, W.F.2    Grossman, R.G.3
  • 10
    • 33845801568 scopus 로고    scopus 로고
    • Prognosis following severe head injury: Development and validation of a model for prediction of death, disability, and functional recovery
    • Cremer OL, Moons KG, van Dijk GW, van Balen P, Kalkman CJ: Prognosis following severe head injury: development and validation of a model for prediction of death, disability, and functional recovery. J Trauma 61:1484-1491, 2006
    • (2006) J Trauma , vol.61 , pp. 1484-1491
    • Cremer, O.L.1    Moons, K.G.2    Van Dijk, G.W.3    Van Balen, P.4    Kalkman, C.J.5
  • 12
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • Hanley JA, McNeil BJ: The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 143:29-36, 1982
    • (1982) Radiology , vol.143 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 14
    • 84872170445 scopus 로고
    • Goodness of fit test for the multiple logistic regression model
    • Hosmer DW, Lemeshow S: Goodness of fit test for the multiple logistic regression model. Commun Stat Theory Methods 9:1043-1069, 1980
    • (1980) Commun Stat Theory Methods , vol.9 , pp. 1043-1069
    • Hosmer, D.W.1    Lemeshow, S.2
  • 16
    • 21244478322 scopus 로고    scopus 로고
    • Predicting outcome after traumatic brain injury: Development and validation of a prognostic score based on admission characteristics
    • Hukkelhoven CW, Steyerberg EW, Habbema JD, Farace E, Marmarou A, Murray GD, et al: Predicting outcome after traumatic brain injury: development and validation of a prognostic score based on admission characteristics. J Neurotrauma 22:1025-1039, 2005
    • (2005) J Neurotrauma , vol.22 , pp. 1025-1039
    • Hukkelhoven, C.W.1    Steyerberg, E.W.2    Habbema, J.D.3    Farace, E.4    Marmarou, A.5    Murray, G.D.6
  • 20
    • 0030979333 scopus 로고    scopus 로고
    • Sequential computerized tomography changes and related final outcome in severe head injury patients
    • Lobato RD, Gomez PA, Alday R, Rivas JJ, Dominguez J, Ca-brera A, et al: Sequential computerized tomography changes and related final outcome in severe head injury patients. Acta Neurochir (Wien) 139:385-391, 1997
    • (1997) Acta Neurochir (Wien) , vol.139 , pp. 385-391
    • Lobato, R.D.1    Gomez, P.A.2    Alday, R.3    Rivas, J.J.4    Dominguez, J.5    Cabrera, A.6
  • 22
    • 72949086216 scopus 로고    scopus 로고
    • Clinical trials in traumatic brain injury: Past experience and current developments
    • Maas AI, Roozenbeek B, Manley GT: Clinical trials in traumatic brain injury: past experience and current developments. Neurotherapeutics 7:115-126, 2010
    • (2010) Neurotherapeutics , vol.7 , pp. 115-126
    • Maas, A.I.1    Roozenbeek, B.2    Manley, G.T.3
  • 23
    • 33947700295 scopus 로고    scopus 로고
    • Prognostic value of computerized tomography scan characteristics in traumatic brain injury: Results from the IMPACT study
    • Maas AI, Steyerberg EW, Butcher I, Dammers R, Lu J, Marmarou A, et al: Prognostic value of computerized tomography scan characteristics in traumatic brain injury: results from the IMPACT study. J Neurotrauma 24:303-314, 2007
    • (2007) J Neurotrauma , vol.24 , pp. 303-314
    • Maas, A.I.1    Steyerberg, E.W.2    Butcher, I.3    Dammers, R.4    Lu, J.5    Marmarou, A.6
  • 24
    • 72949103020 scopus 로고    scopus 로고
    • IMPACT recommendations for improving the design and analysis of clinical trials in moderate to severe traumatic brain injury
    • Maas AI, Steyerberg EW, Marmarou A, McHugh GS, Lingsma HF, Butcher I, et al: IMPACT recommendations for improving the design and analysis of clinical trials in moderate to severe traumatic brain injury. Neurotherapeutics 7:127-134, 2010
    • (2010) Neurotherapeutics , vol.7 , pp. 127-134
    • Maas, A.I.1    Steyerberg, E.W.2    Marmarou, A.3    McHugh, G.S.4    Lingsma, H.F.5    Butcher, I.6
  • 25
    • 0033388868 scopus 로고    scopus 로고
    • Evaluation of designs for clinical trials of neuroprotective agents in head injury
    • Machado SG, Murray GD, Teasdale GM: Evaluation of designs for clinical trials of neuroprotective agents in head injury. J Neurotrauma 16:1131-1138, 1999
    • (1999) J Neurotrauma , vol.16 , pp. 1131-1138
    • Machado, S.G.1    Murray, G.D.2    Teasdale, G.M.3
  • 26
    • 0027954236 scopus 로고
    • Problems with initial Glasgow Coma Scale assessment caused by prehospital treatment of patients with head injuries: Results of a national survey
    • Marion DW, Carlier PM: Problems with initial Glasgow Coma Scale assessment caused by prehospital treatment of patients with head injuries: results of a national survey. J Trauma 36: 89-95, 1994
    • (1994) J Trauma , vol.36 , pp. 89-95
    • Marion, D.W.1    Carlier, P.M.2
  • 27
    • 33947619967 scopus 로고    scopus 로고
    • Prognostic value of the Glasgow Coma Scale and pupil reactivity in traumatic brain injury assessed pre-hospital and on enrollment: An IMPACT analysis
    • Marmarou A, Lu J, Butcher I, McHugh GS, Murray GD, Steyerberg EW, et al: Prognostic value of the Glasgow Coma Scale and pupil reactivity in traumatic brain injury assessed pre-hospital and on enrollment: an IMPACT analysis. J Neurotrauma 24:270-280, 2007
    • (2007) J Neurotrauma , vol.24 , pp. 270-280
    • Marmarou, A.1    Lu, J.2    Butcher, I.3    McHugh, G.S.4    Murray, G.D.5    Steyerberg, E.W.6
  • 29
    • 33947623038 scopus 로고    scopus 로고
    • Statistical approaches to the univariate prognostic analysis of the IMPACT database on traumatic brain injury
    • McHugh GS, Butcher I, Steyerberg EW, Lu J, Mushkudiani N, Marmarou A, et al: Statistical approaches to the univariate prognostic analysis of the IMPACT database on traumatic brain injury. J Neurotrauma 24:251-258, 2007
    • (2007) J Neurotrauma , vol.24 , pp. 251-258
    • McHugh, G.S.1    Butcher, I.2    Steyerberg, E.W.3    Lu, J.4    Mushkudiani, N.5    Marmarou, A.6
  • 30
    • 11144288616 scopus 로고    scopus 로고
    • Penalized maximum likelihood estimation to directly adjust diagnostic and prognostic prediction models for overoptimism: A clinical example
    • Moons KG, Donders AR, Steyerberg EW, Harrell FE: Penalized maximum likelihood estimation to directly adjust diagnostic and prognostic prediction models for overoptimism: a clinical example. J Clin Epidemiol 57:1262-1270, 2004
    • (2004) J Clin Epidemiol , vol.57 , pp. 1262-1270
    • Moons, K.G.1    Donders, A.R.2    Steyerberg, E.W.3    Harrell, F.E.4
  • 31
    • 0036818274 scopus 로고    scopus 로고
    • Should scoring rules be based on odds ratios or regression coefficients?
    • Moons KG, Harrell FE, Steyerberg EW: Should scoring rules be based on odds ratios or regression coefficients? J Clin Epidemiol 55:1054-1055, 2002
    • (2002) J Clin Epidemiol , vol.55 , pp. 1054-1055
    • Moons, K.G.1    Harrell, F.E.2    Steyerberg, E.W.3
  • 33
    • 39649107553 scopus 로고    scopus 로고
    • A systematic review finds methodological improvements necessary for prognostic models in determining traumatic brain injury outcomes
    • Mushkudiani NA, Hukkelhoven CW, Hernández AV, Murray GD, Choi SC, Maas AI, et al: A systematic review finds methodological improvements necessary for prognostic models in determining traumatic brain injury outcomes. J Clin Epidemiol 61:331-343, 2008
    • (2008) J Clin Epidemiol , vol.61 , pp. 331-343
    • Mushkudiani, N.A.1    Hukkelhoven, C.W.2    Hernández, A.V.3    Murray, G.D.4    Choi, S.C.5    Maas, A.I.6
  • 34
    • 77956887506 scopus 로고
    • A note on general definition of the coefficient of determination
    • Nagelkerke NJ: A note on general definition of the coefficient of determination. Biometrika 78:691-692, 1991
    • (1991) Biometrika , vol.78 , pp. 691-692
    • Nagelkerke, N.J.1
  • 36
    • 84856490915 scopus 로고    scopus 로고
    • Prospective independent validation of IM-PACT modeling as a prognostic tool in severe traumatic brain injury
    • Panczykowski DM, Puccio AM, Scruggs BJ, Bauer JS, Hricik AJ, Beers SR, et al: Prospective independent validation of IM-PACT modeling as a prognostic tool in severe traumatic brain injury. J Neurotrauma 29:47-52, 2012
    • (2012) J Neurotrauma , vol.29 , pp. 47-52
    • Panczykowski, D.M.1    Puccio, A.M.2    Scruggs, B.J.3    Bauer, J.S.4    Hricik, A.J.5    Beers, S.R.6
  • 37
    • 39749151654 scopus 로고    scopus 로고
    • Predicting outcome after traumatic brain injury: Practical prognostic models based on large cohort of international patients
    • Perel P, Arango M, Clayton T, Edwards P, Komolafe E, Poccock S, et al: Predicting outcome after traumatic brain injury: practical prognostic models based on large cohort of international patients. BMJ 336:425-429, 2008
    • (2008) BMJ , vol.336 , pp. 425-429
    • Perel, P.1    Arango, M.2    Clayton, T.3    Edwards, P.4    Komolafe, E.5    Poccock, S.6
  • 38
    • 0031840415 scopus 로고    scopus 로고
    • Efficacy of the motor component of the Glasgow Coma Scale in trauma triage
    • Ross SE, Leipold C, Terregino C, O'Malley KF: Efficacy of the motor component of the Glasgow Coma Scale in trauma triage. J Trauma 45:42-44, 1998
    • (1998) J Trauma , vol.45 , pp. 42-44
    • Ross, S.E.1    Leipold, C.2    Terregino, C.3    O'Malley, K.F.4
  • 40
    • 0038243037 scopus 로고    scopus 로고
    • Internal and external validation of predictive models: A simulation study of bias and precision in small samples
    • Steyerberg EW, Bleeker SE, Moll HA, Grobbee DE, Moons KG: Internal and external validation of predictive models: a simulation study of bias and precision in small samples. J Clin Epidemiol 56:441-447, 2003
    • (2003) J Clin Epidemiol , vol.56 , pp. 441-447
    • Steyerberg, E.W.1    Bleeker, S.E.2    Moll, H.A.3    Grobbee, D.E.4    Moons, K.G.5
  • 42
    • 50949101668 scopus 로고    scopus 로고
    • Predicting outcome after traumatic brain injury: Development and international validation of prognostic scores based on admission characteristics
    • Steyerberg EW, Mushkudiani N, Perel P, Butcher I, Lu J, McHugh GS, et al: Predicting outcome after traumatic brain injury: development and international validation of prognostic scores based on admission characteristics. PLoS Med 5: e165, 2008
    • (2008) PLoS Med , vol.5 , pp. e165
    • Steyerberg, E.W.1    Mushkudiani, N.2    Perel, P.3    Butcher, I.4    Lu, J.5    McHugh, G.S.6
  • 43
    • 0034679279 scopus 로고    scopus 로고
    • Disability in young people and adults one year after head injury: Prospective cohort study
    • Thornhill S, Teasdale GM, Murray GD, McEwen J, Roy CW, Penny KI: Disability in young people and adults one year after head injury: prospective cohort study. BMJ 320:1631-1635, 2000
    • (2000) BMJ , vol.320 , pp. 1631-1635
    • Thornhill, S.1    Teasdale, G.M.2    Murray, G.D.3    McEwen, J.4    Roy, C.W.5    Penny, K.I.6


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