메뉴 건너뛰기




Volumn 60, Issue 10, 2007, Pages 1015-1021

The K-nearest neighbor algorithm predicted rehabilitation potential better than current Clinical Assessment Protocol

Author keywords

Bayes' theorem; Clinical decision making; Diagnostic likelihood ratio; InterRAI; Machine learning; Rehabilitation

Indexed keywords

ALGORITHM; ARTICLE; CLINICAL ASSESSMENT; COMMUNITY CARE; COMPUTER MODEL; DATA BASE; DECISION MAKING; FOLLOW UP; HOME CARE; HUMAN; MACHINE LEARNING; MEDICAL INFORMATION; PRIORITY JOURNAL; REHABILITATION CARE;

EID: 34548623814     PISSN: 08954356     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jclinepi.2007.06.001     Document Type: Article
Times cited : (38)

References (20)
  • 2
    • 0037295540 scopus 로고    scopus 로고
    • Techniques for knowledge discovery in existing biomedical databases: estimation of individual aging effects in cognition in relation to dementia
    • Mitnitski A.B., Mogilner A.J., Graham J.E., and Rockwood K. Techniques for knowledge discovery in existing biomedical databases: estimation of individual aging effects in cognition in relation to dementia. J Clin Epidemiol 56 (2003) 116-123
    • (2003) J Clin Epidemiol , vol.56 , pp. 116-123
    • Mitnitski, A.B.1    Mogilner, A.J.2    Graham, J.E.3    Rockwood, K.4
  • 3
    • 2442566536 scopus 로고    scopus 로고
    • A research agenda for geriatric rehabilitation: the Canadian consensus
    • the participants of the Canadian Consensus Workshop on Geriatric Rehabilitation
    • Stolee P., Borrie M.J., Cook S., Hollomby J., and the participants of the Canadian Consensus Workshop on Geriatric Rehabilitation. A research agenda for geriatric rehabilitation: the Canadian consensus. Geriatr Today J Can Geriatr Soc 7 (2004) 38-42
    • (2004) Geriatr Today J Can Geriatr Soc , vol.7 , pp. 38-42
    • Stolee, P.1    Borrie, M.J.2    Cook, S.3    Hollomby, J.4
  • 7
    • 0034573999 scopus 로고    scopus 로고
    • Minimum data set for home care: a valid instrument to assess frail older people living in the community
    • Landi F., Tua E., Onder G., Carrara B., Sgadari A., Rinaldi C., et al. Minimum data set for home care: a valid instrument to assess frail older people living in the community. Med Care 38 (2000) 1184-1190
    • (2000) Med Care , vol.38 , pp. 1184-1190
    • Landi, F.1    Tua, E.2    Onder, G.3    Carrara, B.4    Sgadari, A.5    Rinaldi, C.6
  • 8
    • 3543126598 scopus 로고    scopus 로고
    • Problem identification and care plan responses in a home and community-based services program
    • Diwan S., Shugarman L.R., and Fries B.E. Problem identification and care plan responses in a home and community-based services program. Med Care 23 (2004) 193-211
    • (2004) Med Care , vol.23 , pp. 193-211
    • Diwan, S.1    Shugarman, L.R.2    Fries, B.E.3
  • 9
    • 1642406568 scopus 로고    scopus 로고
    • Predicting osteoarthritic knee rehabilitation outcome by using a prediction model developed by data mining techniques
    • Tam S.F., Cheing G.L.Y., and Hui-Chan S.W.Y. Predicting osteoarthritic knee rehabilitation outcome by using a prediction model developed by data mining techniques. Int J Rehabil Res 27 (2004) 65-69
    • (2004) Int J Rehabil Res , vol.27 , pp. 65-69
    • Tam, S.F.1    Cheing, G.L.Y.2    Hui-Chan, S.W.Y.3
  • 10
    • 4544258100 scopus 로고    scopus 로고
    • Comparison of logistic regression and neural network analysis applied to predicting living setting after hip fracture
    • Ottenbacher K.J., Linn R.T., Smith P.M., Illig S.B., Mancuso M., and Granger C.V. Comparison of logistic regression and neural network analysis applied to predicting living setting after hip fracture. Ann Epidemiol 14 (2004) 551-559
    • (2004) Ann Epidemiol , vol.14 , pp. 551-559
    • Ottenbacher, K.J.1    Linn, R.T.2    Smith, P.M.3    Illig, S.B.4    Mancuso, M.5    Granger, C.V.6
  • 11
    • 84926662675 scopus 로고
    • Nearest neighbor pattern classification
    • Cover T.M., and Hart P.E. Nearest neighbor pattern classification. IEEE T Inform Theory 13 1 (1967) 21-27
    • (1967) IEEE T Inform Theory , vol.13 , Issue.1 , pp. 21-27
    • Cover, T.M.1    Hart, P.E.2
  • 12
    • 33748324384 scopus 로고    scopus 로고
    • R Development Core Team, R Foundation for Statistical Computing, Vienna, Austria. 3-900051-07-0 Available at
    • R Development Core Team. R: a language and environment for statistical computing (2006), R Foundation for Statistical Computing, Vienna, Austria. 3-900051-07-0. http://www.R-project.org Available at
    • (2006) R: a language and environment for statistical computing
  • 17
    • 0001185873 scopus 로고
    • An essay towards solving a problem in the doctrine of chances
    • Bayes T. An essay towards solving a problem in the doctrine of chances. Phil Trans Roy Soc 53 (1763) 370-418
    • (1763) Phil Trans Roy Soc , vol.53 , pp. 370-418
    • Bayes, T.1
  • 19
    • 0030839240 scopus 로고    scopus 로고
    • How to read a paper: papers that report diagnostic or screening tests
    • Greenhalgh T. How to read a paper: papers that report diagnostic or screening tests. Br Med J 315 (1997) 540-543
    • (1997) Br Med J , vol.315 , pp. 540-543
    • Greenhalgh, T.1
  • 20
    • 0030069896 scopus 로고    scopus 로고
    • Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors
    • Harrell Jr. F.E., Lee K.L., and Mark D.B. Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med 4 (1998) 361-387
    • (1998) Stat Med , vol.4 , pp. 361-387
    • Harrell Jr., F.E.1    Lee, K.L.2    Mark, D.B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.