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Volumn 32, Issue 4, 2009, Pages 479-484

Chronic subdural hematoma outcome prediction using logistic regression and an artificial neural network

Author keywords

Chronic subdural hematoma; Neural network; Outcome prediction; Regression

Indexed keywords

ADULT; AGE; AGED; ARTICLE; ARTIFICIAL NEURAL NETWORK; BRAIN ATROPHY; FEMALE; GENDER; GLASGOW OUTCOME SCALE; HUMAN; LOGISTIC REGRESSION ANALYSIS; MAJOR CLINICAL STUDY; MALE; PREDICTION; PRIORITY JOURNAL; RECURRENT DISEASE; SENSITIVITY AND SPECIFICITY; SUBDURAL HEMATOMA;

EID: 69949131239     PISSN: 03445607     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10143-009-0215-3     Document Type: Article
Times cited : (42)

References (44)
  • 1
    • 35948959756 scopus 로고    scopus 로고
    • The role of postoperative patient posture in the recurrence of traumatic chronic subdural hematoma after burr-hole surgery
    • M Abouzari A Rashidi J Rezaii K Esfandiari M Asadollahi H Aleali M Abdollahzadeh 2007 The role of postoperative patient posture in the recurrence of traumatic chronic subdural hematoma after burr-hole surgery Neurosurgery 61 794 797
    • (2007) Neurosurgery , vol.61 , pp. 794-797
    • Abouzari, M.1    Rashidi, A.2    Rezaii, J.3    Esfandiari, K.4    Asadollahi, M.5    Aleali, H.6    Abdollahzadeh, M.7
  • 4
    • 34447117237 scopus 로고    scopus 로고
    • Glasgow Coma Scale on admission is correlated with postoperative Glasgow Outcome Scale in chronic subdural hematoma
    • A Amirjamshidi M Abouzari A Rashidi 2007 Glasgow Coma Scale on admission is correlated with postoperative Glasgow Outcome Scale in chronic subdural hematoma J Clin Neurosci 14 1240 1241
    • (2007) J Clin Neurosci , vol.14 , pp. 1240-1241
    • Amirjamshidi, A.1    Abouzari, M.2    Rashidi, A.3
  • 5
    • 33846120538 scopus 로고    scopus 로고
    • The relationship between Glasgow coma/outcome scores and abnormal CT scan findings in chronic subdural hematoma
    • A Amirjamshidi B Eftekhar M Abouzari A Rashidi 2007 The relationship between Glasgow coma/outcome scores and abnormal CT scan findings in chronic subdural hematoma Clin Neurol Neurosurg 109 152 157
    • (2007) Clin Neurol Neurosurg , vol.109 , pp. 152-157
    • Amirjamshidi, A.1    Eftekhar, B.2    Abouzari, M.3    Rashidi, A.4
  • 6
    • 0026474295 scopus 로고
    • Recurrent cases of chronic subdural hematoma-its clinical review and serial CT findings (in Japanese)
    • Y Asano M Hasuo I Takahashi S Shimosawa 1992 Recurrent cases of chronic subdural hematoma-its clinical review and serial CT findings (in Japanese) No To Shinkei 44 827 831
    • (1992) No to Shinkei , vol.44 , pp. 827-831
    • Asano, Y.1    Hasuo, M.2    Takahashi, I.3    Shimosawa, S.4
  • 8
    • 0017842565 scopus 로고
    • Chronic subdural haematoma: A review of 114 cases
    • MM Cameron 1978 Chronic subdural haematoma: a review of 114 cases J Neurol Neurosurg Psychiatry 41 834 839
    • (1978) J Neurol Neurosurg Psychiatry , vol.41 , pp. 834-839
    • Cameron, M.M.1
  • 9
    • 0038048560 scopus 로고    scopus 로고
    • Atherosclerotic risk factors in patients with ischemic cerebrovascular disease
    • BL Cucchiara SE Kasner 2002 Atherosclerotic risk factors in patients with ischemic cerebrovascular disease Curr Treat Options Neurol 4 445 453
    • (2002) Curr Treat Options Neurol , vol.4 , pp. 445-453
    • Cucchiara, B.L.1    Kasner, S.E.2
  • 10
    • 0033811040 scopus 로고    scopus 로고
    • An artificial neural network as a model for prediction of survival in trauma patients: Validation for a regional trauma area
    • SM DiRusso T Sullivan C Holly SN Cuff J Savino 2000 An artificial neural network as a model for prediction of survival in trauma patients: validation for a regional trauma area J Trauma 49 212 220
    • (2000) J Trauma , vol.49 , pp. 212-220
    • Dirusso, S.M.1    Sullivan, T.2    Holly, C.3    Cuff, S.N.4    Savino, J.5
  • 11
    • 0043126911 scopus 로고    scopus 로고
    • Logistic regression and artificial neural networks classification models: A methodology review
    • S Dreiseitl L Ohno-Machado 2002 Logistic regression and artificial neural networks classification models: a methodology review J Biomed Inform 35 352 359
    • (2002) J Biomed Inform , vol.35 , pp. 352-359
    • Dreiseitl, S.1    Ohno-Machado, L.2
  • 12
    • 15244347342 scopus 로고    scopus 로고
    • Comparison of artificial neural network and logistic regression models for prediction of mortality in head trauma based on initial clinical data
    • B Eftekhar K Mohammad HE Ardebili M Ghodsi E Ketabchi 2005 Comparison of artificial neural network and logistic regression models for prediction of mortality in head trauma based on initial clinical data BMC Med Inform Decis Mak 5 3
    • (2005) BMC Med Inform Decis Mak , vol.5 , pp. 3
    • Eftekhar, B.1    Mohammad, K.2    Ardebili, H.E.3    Ghodsi, M.4    Ketabchi, E.5
  • 14
    • 0030883317 scopus 로고    scopus 로고
    • Chronic subdural hematoma: Surgical treatment and outcome in 104 patients
    • RI Ernestus P Beldzinski H Lanfermann N Klug 1997 Chronic subdural hematoma: surgical treatment and outcome in 104 patients Surg Neurol 48 220 225
    • (1997) Surg Neurol , vol.48 , pp. 220-225
    • Ernestus, R.I.1    Beldzinski, P.2    Lanfermann, H.3    Klug, N.4
  • 15
    • 0016830381 scopus 로고
    • Epidemiology of chronic subdural haematoma
    • R Fogelholm O Waltimo 1975 Epidemiology of chronic subdural haematoma Acta Neurochir 32 247 250
    • (1975) Acta Neurochir , vol.32 , pp. 247-250
    • Fogelholm, R.1    Waltimo, O.2
  • 16
    • 0030174881 scopus 로고    scopus 로고
    • The relationship between brain surface elastance and brain reexpansion after evacuation of chronic subdural hematoma
    • T Fukuhara M Gotoh S Asari T Ohmoto T Akioka 1996 The relationship between brain surface elastance and brain reexpansion after evacuation of chronic subdural hematoma Surg Neurol 45 570 574
    • (1996) Surg Neurol , vol.45 , pp. 570-574
    • Fukuhara, T.1    Gotoh, M.2    Asari, S.3    Ohmoto, T.4    Akioka, T.5
  • 17
    • 32944475666 scopus 로고    scopus 로고
    • A comparison of neural networks for computing predicted probability of survival for trauma victims
    • JJ Fuller M Emmett JW Kessel PD Price JH Forsythe 2005 A comparison of neural networks for computing predicted probability of survival for trauma victims W V Med J 101 120 125
    • (2005) W v Med J , vol.101 , pp. 120-125
    • Fuller, J.J.1    Emmett, M.2    Kessel, J.W.3    Price, P.D.4    Forsythe, J.H.5
  • 18
    • 0016475167 scopus 로고
    • Assessment of outcome after severe brain damage
    • B Jennett M Bond 1975 Assessment of outcome after severe brain damage Lancet 1 480 484
    • (1975) Lancet , vol.1 , pp. 480-484
    • Jennett, B.1    Bond, M.2
  • 20
    • 2942609237 scopus 로고    scopus 로고
    • Overview of commonly used bioinformatics methods and their applications
    • IM Kapetanovic S Rosenfeld G Izmirlian 2004 Overview of commonly used bioinformatics methods and their applications Ann N Y Acad Sci 1020 10 21
    • (2004) Ann N y Acad Sci , vol.1020 , pp. 10-21
    • Kapetanovic, I.M.1    Rosenfeld, S.2    Izmirlian, G.3
  • 22
    • 0026063305 scopus 로고
    • Chronic subdural haematoma treated by burr holes and closed system drainage: Personal experience in 131 patients
    • Z Kotwica J Brzezinski 1991 Chronic subdural haematoma treated by burr holes and closed system drainage: personal experience in 131 patients Br J Neurosurg 5 461 465
    • (1991) Br J Neurosurg , vol.5 , pp. 461-465
    • Kotwica, Z.1    Brzezinski, J.2
  • 23
    • 0019476438 scopus 로고
    • Chronic subdural hematomas: A review
    • TM Markwalder 1981 Chronic subdural hematomas: a review J Neurosurg 54 637 645
    • (1981) J Neurosurg , vol.54 , pp. 637-645
    • Markwalder, T.M.1
  • 24
    • 0033162647 scopus 로고    scopus 로고
    • Epidemiology of transport-related injuries in Ghana
    • CN Mock SN Forjouh FP Rivara 1999 Epidemiology of transport-related injuries in Ghana Accid Anal Prev 31 359 370
    • (1999) Accid Anal Prev , vol.31 , pp. 359-370
    • Mock, C.N.1    Forjouh, S.N.2    Rivara, F.P.3
  • 25
    • 0034110734 scopus 로고    scopus 로고
    • Characteristics and outcome of injured patients treated in urban trauma centers in Iran
    • M Moini H Rezaishiraz MR Zafarghandi 2000 Characteristics and outcome of injured patients treated in urban trauma centers in Iran J Trauma 48 503 507
    • (2000) J Trauma , vol.48 , pp. 503-507
    • Moini, M.1    Rezaishiraz, H.2    Zafarghandi, M.R.3
  • 26
    • 0034866013 scopus 로고    scopus 로고
    • Surgical treatment of chronic subdural hematoma in 500 consecutive cases: Clinical characteristics, surgical outcome, complications, and recurrence rate
    • K Mori M Maeda 2001 Surgical treatment of chronic subdural hematoma in 500 consecutive cases: clinical characteristics, surgical outcome, complications, and recurrence rate Neurol Med Chir (Tokyo) 41 371 381
    • (2001) Neurol Med Chir (Tokyo) , vol.41 , pp. 371-381
    • Mori, K.1    Maeda, M.2
  • 27
    • 0021963866 scopus 로고
    • A quantitative study of brain atrophy on computed tomography-multivariate analysis for comparison between the linear measurement method and the pixel count method (in Japanese)
    • K Nagata N Basugi T Fukushima S Kurashina T Tango 1985 A quantitative study of brain atrophy on computed tomography-multivariate analysis for comparison between the linear measurement method and the pixel count method (in Japanese) No To Shinkei 37 255 262
    • (1985) No to Shinkei , vol.37 , pp. 255-262
    • Nagata, K.1    Basugi, N.2    Fukushima, T.3    Kurashina, S.4    Tango, T.5
  • 28
    • 0023002081 scopus 로고
    • The normal range of cerebral atrophy during aging: Statistical analysis of 500 normal subjects (in Japanese)
    • K Nagata N Basugi T Fukushima T Tango T Kaminuma I Suzuki S Kurashina 1986 The normal range of cerebral atrophy during aging: statistical analysis of 500 normal subjects (in Japanese) No To Shinkei 38 1019 1025
    • (1986) No to Shinkei , vol.38 , pp. 1019-1025
    • Nagata, K.1    Basugi, N.2    Fukushima, T.3    Tango, T.4    Kaminuma, T.5    Suzuki, I.6    Kurashina, S.7
  • 29
    • 0023276269 scopus 로고
    • A quantitative study of physiological cerebral atrophy with aging. A statistical analysis of the normal range
    • K Nagata N Basugi T Fukushima T Tango I Suzuki T Kaminuma S Kurashina 1987 A quantitative study of physiological cerebral atrophy with aging. A statistical analysis of the normal range Neuroradiology 29 327 332
    • (1987) Neuroradiology , vol.29 , pp. 327-332
    • Nagata, K.1    Basugi, N.2    Fukushima, T.3    Tango, T.4    Suzuki, I.5    Kaminuma, T.6    Kurashina, S.7
  • 30
    • 0034875150 scopus 로고    scopus 로고
    • Factors in the natural history of chronic subdural hematomas that influence their post-operative recurrence
    • H Nakaguchi T Tanishima N Yoshimasu 2001 Factors in the natural history of chronic subdural hematomas that influence their post-operative recurrence J Neurosurg 95 256 262
    • (2001) J Neurosurg , vol.95 , pp. 256-262
    • Nakaguchi, H.1    Tanishima, T.2    Yoshimasu, N.3
  • 33
    • 39049190156 scopus 로고    scopus 로고
    • Artificial neural network versus subjective scoring in predicting mortality in trauma patients
    • A Pearl R Caspi D Bar-Or 2006 Artificial neural network versus subjective scoring in predicting mortality in trauma patients Stud Health Technol Inform 124 1019 1024
    • (2006) Stud Health Technol Inform , vol.124 , pp. 1019-1024
    • Pearl, A.1    Caspi, R.2    Bar-Or, D.3
  • 35
    • 1442359725 scopus 로고    scopus 로고
    • Sex and age distribution in transport-related injuries in Tehran
    • BS Roudsari K Sharzei M Zargar 2004 Sex and age distribution in transport-related injuries in Tehran Accid Anal Prev 36 391 398
    • (2004) Accid Anal Prev , vol.36 , pp. 391-398
    • Roudsari, B.S.1    Sharzei, K.2    Zargar, M.3
  • 38
    • 0029383123 scopus 로고
    • A comparison of performance of mathematical predictive methods for medical diagnosis: Identifying acute cardiac ischemia among emergency department patients
    • HP Selker JL Griffith S Patil WJ Long RB D'Agostino 1995 A comparison of performance of mathematical predictive methods for medical diagnosis: identifying acute cardiac ischemia among emergency department patients J Investig Med 43 468 476
    • (1995) J Investig Med , vol.43 , pp. 468-476
    • Selker, H.P.1    Griffith, J.L.2    Patil, S.3    Long, W.J.4    D'Agostino, R.B.5
  • 39
    • 0035131935 scopus 로고    scopus 로고
    • Coagulopathy predicts poor outcome following head injury in children less than 16 years of age
    • MS Vavilala PJ Dunbar FP Rivara AM Lam 2001 Coagulopathy predicts poor outcome following head injury in children less than 16 years of age J Neurosurg Anesthesiol 13 13 18
    • (2001) J Neurosurg Anesthesiol , vol.13 , pp. 13-18
    • Vavilala, M.S.1    Dunbar, P.J.2    Rivara, F.P.3    Lam, A.M.4
  • 40
    • 0025326093 scopus 로고
    • Efficacy of closed-system drainage in treating chronic subdural hematoma: A prospective comparative study
    • S Wakai K Hashimoto N Watanabe S Inoh C Ochiai M Nagai 1990 Efficacy of closed-system drainage in treating chronic subdural hematoma: a prospective comparative study Neurosurgery 26 771 773
    • (1990) Neurosurgery , vol.26 , pp. 771-773
    • Wakai, S.1    Hashimoto, K.2    Watanabe, N.3    Inoh, S.4    Ochiai, C.5    Nagai, M.6
  • 41
    • 0038527122 scopus 로고    scopus 로고
    • Independent predictors of recurrence of chronic subdural hematoma: Results of multivariate analysis performed using a logistic regression model
    • H Yamamoto Y Hirashima H Hamada N Hayashi H Origasa S Endo 2003 Independent predictors of chronic subdural hematoma: results of multivariate analysis performed using a logistic regression model J Neurosurg 98 1217 1221 (Pubitemid 36617924)
    • (2003) Journal of Neurosurgery , vol.98 , Issue.6 , pp. 1217-1221
    • Yamamoto, H.1    Hirashima, Y.2    Hamada, H.3    Hayashi, N.4    Origasa, H.5    Endo, S.6
  • 42
    • 19444374891 scopus 로고    scopus 로고
    • Prediction of burn healing time using artificial neural networks and reflectance spectrometer
    • EK Yeong TC Hsiao HK Chiang CW Lin 2005 Prediction of burn healing time using artificial neural networks and reflectance spectrometer Burns 31 415 420
    • (2005) Burns , vol.31 , pp. 415-420
    • Yeong, E.K.1    Hsiao, T.C.2    Chiang, H.K.3    Lin, C.W.4
  • 43
    • 0034802068 scopus 로고    scopus 로고
    • Urban injuries in Tehran: Demography of trauma patients and evaluation of trauma care
    • M Zargar MH Modaghegh H Rezaishiraz 2001 Urban injuries in Tehran: demography of trauma patients and evaluation of trauma care Injury 32 613 617
    • (2001) Injury , vol.32 , pp. 613-617
    • Zargar, M.1    Modaghegh, M.H.2    Rezaishiraz, H.3
  • 44
    • 0033504368 scopus 로고    scopus 로고
    • Management of chronic subdural hematoma in patients treated with anticoagulation
    • A Zingale S Chibbaro A Florio G Distefano S Pocaro 1999 Management of chronic subdural hematoma in patients treated with anticoagulation J Neurosurg Sci 43 277 284
    • (1999) J Neurosurg Sci , vol.43 , pp. 277-284
    • Zingale, A.1    Chibbaro, S.2    Florio, A.3    Distefano, G.4    Pocaro, S.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.