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Volumn 39, Issue 3, 2012, Pages 3356-3361

Novel logistic regression models to aid the diagnosis of dementia

Author keywords

Decision support system; Dementia; Diagnosis; Logistic regression; Prediction model; Variables selection

Indexed keywords

ALTERNATIVE APPROACH; DEMENTIA; DEVELOPED MODEL; DIAGNOSTIC TOOLS; DOMAIN EXPERTS; LOGISTIC REGRESSION; LOGISTIC REGRESSION MODELS; LOGISTIC REGRESSIONS; MEDICAL DECISIONS; NEW MODEL; PERFORMANCE IMPROVEMENTS; PERFORMANCE METRICS; PREDICTION MODEL; PREDICTIVE POWER; STATISTICAL VARIABLES; VARIABLES SELECTION;

EID: 80255123269     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.09.023     Document Type: Article
Times cited : (38)

References (29)
  • 1
    • 0004235298 scopus 로고
    • American Psychiatric Association (fourth edition.). Washington DC: AMA
    • American Psychiatric Association (1994). Diagnostic and Statistical Manual of Mental Disorders (fourth edition.). Washington DC: AMA.
    • (1994) Diagnostic and Statistical Manual of Mental Disorders
  • 2
    • 0034832960 scopus 로고    scopus 로고
    • Logistic regression in the medical literature: Standards for use and reporting, with particular attention to one medical domain
    • DOI 10.1016/S0895-4356(01)00372-9, PII S0895435601003729
    • S.C. Bagley, H. White, and B.A. Golomb Logistic regression in the medical literature: Standards for use and reporting, with particular attention to one medical domain Journal of Clinical Epidemiology 54 10 2001 979 985 (Pubitemid 32888364)
    • (2001) Journal of Clinical Epidemiology , vol.54 , Issue.10 , pp. 979-985
    • Bagley, S.C.1    White, H.2    Golomb, B.A.3
  • 3
    • 0030858820 scopus 로고    scopus 로고
    • The clock drawing test for dementia of the Alzheimer's type: A comparison of three scoring methods in a memory disorders clinic
    • DOI 10.1002/(SICI)1099-1166(199706)12:6<619::AID-GPS554>3.0.CO;2-H
    • H. Brodaty, and C.M. Moore The clock drawing test for dementia of the Alzheimer's type: A comparison of three scoring methods in a memory disorders clinic International Journal of Geriatric Psychiatry 12 6 1997 619 627 (Pubitemid 27290541)
    • (1997) International Journal of Geriatric Psychiatry , vol.12 , Issue.6 , pp. 619-627
    • Brodaty, H.1    Moore, C.M.2
  • 5
    • 0027534004 scopus 로고
    • The risk of determining risk with multivariable models
    • J. Concato, A.R. Feinstein, and T.R. Holdford The risk of determining risk with multivariable models Annals of Internal Medicine 118 3 1993 201 210 (Pubitemid 23034807)
    • (1993) Annals of Internal Medicine , vol.118 , Issue.3 , pp. 201-210
    • Concato, J.1    Feinstein, A.R.2    Holford, T.R.3
  • 6
    • 0031201936 scopus 로고    scopus 로고
    • Monte Carlo Methods in Clinical Research: Applications in Multivariable Analysis
    • J. Concato, and A.R. Feinstein Monte Carlo methods in clinical research: Applications in multivariable analysis Journal of Investigative Medicine 45 6 1997 394 400 (Pubitemid 127454849)
    • (1997) Journal of Investigative Medicine , vol.45 , Issue.6 , pp. 394-400
    • Concato, J.1    Feinstein, R.A.2
  • 9
    • 33646421421 scopus 로고    scopus 로고
    • Evaluation of classifiers for an uneven class distribution problem
    • S. Daskalaki, I. Kopanas, and N. Avouris Evaluation of classifiers for an uneven class distribution problem Applied Artificial Intelligence 20 5 2006 381 417
    • (2006) Applied Artificial Intelligence , vol.20 , Issue.5 , pp. 381-417
    • Daskalaki, S.1    Kopanas, I.2    Avouris, N.3
  • 13
    • 54549122325 scopus 로고    scopus 로고
    • General practitioners' experiences and understandings of diagnosing dementia: Factors impacting on early diagnosis
    • E.C. Hansen, C. Hughes, G. Routley, and A.L. Robinson General practitioners' experiences and understandings of diagnosing dementia: Factors impacting on early diagnosis Social Science & Medicine 67 11 2008 1776 1783
    • (2008) Social Science & Medicine , vol.67 , Issue.11 , pp. 1776-1783
    • Hansen, E.C.1    Hughes, C.2    Routley, G.3    Robinson, A.L.4
  • 14
    • 0021857146 scopus 로고
    • Regression models for prognostic prediction: Advantages, problems, and suggested solutions
    • F.E. Harrell, K.L. Lee, D.B. Matchar, and T.A. Reicher Regression models for prognostic prediction: Advantages, problems, and suggested solutions Cancer Treatment Reports 69 10 1985 1071 1077 (Pubitemid 15249118)
    • (1985) Cancer Treatment Reports , vol.69 , Issue.10 , pp. 1071-1077
    • Harrell Jr., F.E.1    Lee, K.L.2    Matchar, D.B.3    Reichert, T.A.4
  • 16
    • 55749098303 scopus 로고    scopus 로고
    • Accuracy of dementia diagnosis: A direct comparison between radiologists and a computerized method
    • S. Klöppel, C.M. Stonnington, J. Barnes, F. Chen, C. Chu, and C.D. Good Accuracy of dementia diagnosis: A direct comparison between radiologists and a computerized method Brain 131 2008 2969 2974
    • (2008) Brain , vol.131 , pp. 2969-2974
    • Klöppel, S.1    Stonnington, C.M.2    Barnes, J.3    Chen, F.4    Chu, C.5    Good, C.D.6
  • 17
    • 0003726404 scopus 로고
    • Sage University Paper Series on Quantitative Applications in the Social Sciences Thousand Oaks, CA
    • S. Menard Applied logistic regression analysis 1995 Sage University Paper Series on Quantitative Applications in the Social Sciences Thousand Oaks, CA
    • (1995) Applied Logistic Regression Analysis
    • Menard, S.1
  • 20
    • 77956887506 scopus 로고
    • A note on a general definition of the coefficient of determination
    • N.J.D. Nagelkerke A note on a general definition of the coefficient of determination Biometrika 78 3 1991 691 692
    • (1991) Biometrika , vol.78 , Issue.3 , pp. 691-692
    • Nagelkerke, N.J.D.1
  • 23
    • 0030474271 scopus 로고    scopus 로고
    • A simulation study of the number of events per variable in logistic regression analysis
    • DOI 10.1016/S0895-4356(96)00236-3, PII S0895435696002363
    • P. Peduzzi, J. Concato, E. Kemper, T.R. Holford, and A.R. Feinstein A simulation study of the number of events per variable in logistic regression analysis Journal of Clinical Epidemiology 49 12 1996 1373 1379 (Pubitemid 27028925)
    • (1996) Journal of Clinical Epidemiology , vol.49 , Issue.12 , pp. 1373-1379
    • Peduzzi, P.1    Concato, J.2    Kemper, E.3    Holford, T.R.4    Feinstem, A.R.5
  • 24
    • 0035826925 scopus 로고    scopus 로고
    • Practice parameter: Early detection of dementia: Mild cognitive impairment (an evidence-based review)
    • R.C. Petersen, J.C. Stevens, M. Ganguli, E.G. Tangalos, J.L. Cummings, and S.T. DeKosky Practice parameter: Early detection of dementia: Mild cognitive impairment (an evidence-based review) Neurology 56 9 2001 1133 1142 (Pubitemid 32405707)
    • (2001) Neurology , vol.56 , Issue.9 , pp. 1133-1142
    • Petersen, R.C.1    Stevens, J.C.2    Ganguli, M.3    Tangalos, E.G.4    Cummings, J.L.5    DeKosky, S.T.6
  • 25
    • 34548488495 scopus 로고    scopus 로고
    • The protocols for the 10/66 Dementia Research Group population-based research programme
    • M. Prince, C.P. Ferri, D. Acosta, E. Albanese, R. Arizaga, and M. Dewey The protocols for the 10/66 Dementia Research Group population-based research programme BMC Public Health 7 2007 165 182
    • (2007) BMC Public Health , vol.7 , pp. 165-182
    • Prince, M.1    Ferri, C.P.2    Acosta, D.3    Albanese, E.4    Arizaga, R.5    Dewey, M.6
  • 26
    • 47649093071 scopus 로고    scopus 로고
    • The 10/66 Dementia Research Group's fully operationalised DSM-IV dementia computerized diagnostic algorithm, compared with the 10/66 dementia algorithm and a clinician diagnosis: A population validation study
    • M.J. Prince, J. Llibre de Rodriguez, L. Noriega, A. Lopez, D. Acosta, and E. Albanese The 10/66 Dementia Research Group's fully operationalised DSM-IV dementia computerized diagnostic algorithm, compared with the 10/66 dementia algorithm and a clinician diagnosis: A population validation study BMC Public Health 8 2008 219 231
    • (2008) BMC Public Health , vol.8 , pp. 219-231
    • Prince, M.J.1    Llibre De Rodriguez, J.2    Noriega, L.3    Lopez, A.4    Acosta, D.5    Albanese, E.6
  • 28
    • 4544231778 scopus 로고    scopus 로고
    • General practitioners' knowledge, confidence and attitudes in the diagnosis and management of dementia
    • DOI 10.1093/ageing/afh140
    • S. Turner, S. Iliffe, M. Downs, J. Wilcock, M. Bryans, and E. Levin General practitioners' knowledge, confidence and attitudes in the diagnosis and management of dementia Age and Aging 33 5 2004 461 467 (Pubitemid 39214273)
    • (2004) Age and Ageing , vol.33 , Issue.5 , pp. 461-467
    • Turner, S.1    Iliffe, S.2    Downs, M.3    Wilcock, J.4    Bryans, M.5    Levin, E.6    Keady, J.7    O'Carroll, R.8
  • 29
    • 0027457620 scopus 로고
    • Receiver-operating characteristic (ROC) plots: A fundamental evaluation tool in clinical medicine
    • M.H. Zweig, and G. Campbell Receiver-operating characteristic (ROC) plots: A fundamental evaluation tool in clinical medicine Clinical Chemistry 39 4 1993 561 577 (Pubitemid 23118304)
    • (1993) Clinical Chemistry , vol.39 , Issue.4 , pp. 561-577
    • Zweig, M.H.1    Campbell, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.