메뉴 건너뛰기




Volumn 7, Issue , 2007, Pages

Using machine learning algorithms to guide rehabilitation planning for home care clients

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AGED; ARTICLE; CLINICAL ASSESSMENT TOOL; CLINICAL PRACTICE; CONTROLLED STUDY; DAILY LIFE ACTIVITY; DATA ANALYSIS; FALSE NEGATIVE RESULT; FALSE POSITIVE RESULT; FEMALE; HEALTH CARE PLANNING; HEALTH STATUS; HOME CARE; HOSPITAL DISCHARGE; HUMAN; K NEAREST NEIGHBOR; LEARNING ALGORITHM; MACHINE LEARNING; MAJOR CLINICAL STUDY; MALE; PRACTICE GUIDELINE; PREDICTION; SUPPORT VECTOR MACHINE; ALGORITHM; ARTIFICIAL INTELLIGENCE; COMPARATIVE STUDY; DECISION SUPPORT SYSTEM; DEMENTIA; EVALUATION; GERIATRIC ASSESSMENT; LONG TERM CARE; ORGANIZATION AND MANAGEMENT; REHABILITATION;

EID: 38949083897     PISSN: None     EISSN: 14726947     Source Type: Journal    
DOI: 10.1186/1472-6947-7-41     Document Type: Article
Times cited : (49)

References (23)
  • 1
    • 2442566536 scopus 로고    scopus 로고
    • A research agenda for geriatric rehabilitation: The Canadian consensus
    • the participants of the Canadian Consensus Workshop on Geriatric Rehabilitation
    • A research agenda for geriatric rehabilitation: The Canadian consensus. P Stolee MJ Borrie S Cook J Hollomby the participants of the Canadian Consensus Workshop on Geriatric Rehabilitation, Geriatr Today: J Can Geriatr Soc 2004 7 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
  • 2
    • 33646790864 scopus 로고    scopus 로고
    • An analysis of the feasibility of home rehabilitation among elderly people with proximal femoral fractures
    • 10.1016/j.apmr.2006.02.018. 16731219
    • An analysis of the feasibility of home rehabilitation among elderly people with proximal femoral fractures. A Giusti A Barone M Oliveri M Pizzonia M Razzano E Palummari G Pioli, Arch Phys Med Rehabil 2006 87 826 831 10.1016/j.apmr.2006.02.018 16731219
    • (2006) Arch Phys Med Rehabil , vol.87 , pp. 826-831
    • Giusti, A.1    Barone, A.2    Oliveri, M.3    Pizzonia, M.4    Razzano, M.5    Palummari, E.6    Pioli, G.7
  • 3
    • 0042061284 scopus 로고    scopus 로고
    • Patient and caregiver outcomes 12 months after home-based therapy for hip fracture: A randomized controlled trial
    • 10.1016/S0003-9993(03)00141-2. 12917867
    • Patient and caregiver outcomes 12 months after home-based therapy for hip fracture: A randomized controlled trial. M Crotty C Whitehead M Miller S Gray, Arch Phys Med Rehabil 2003 84 1237 1239 10.1016/S0003-9993(03)00141-2 12917867
    • (2003) Arch Phys Med Rehabil , vol.84 , pp. 1237-1239
    • Crotty, M.1    Whitehead, C.2    Miller, M.3    Gray, S.4
  • 4
    • 0035992894 scopus 로고    scopus 로고
    • A randomized, controlled comparison of home versus institutional rehabilitation of patients with hip fracture
    • 10.1191/0269215502cr525oa. 12194626
    • A randomized, controlled comparison of home versus institutional rehabilitation of patients with hip fracture. R Kuisma, Clin Rehabil 2002 16 553 561 10.1191/0269215502cr525oa 12194626
    • (2002) Clin Rehabil , vol.16 , pp. 553-561
    • Kuisma, R.1
  • 5
    • 33744939212 scopus 로고    scopus 로고
    • Effect of an in-home occupational and physical therapy intervention on reducing mortality in functionally vulnerable older people: Preliminary findings
    • 10.1111/j.1532-5415.2006.00733.x. 16776791
    • Effect of an in-home occupational and physical therapy intervention on reducing mortality in functionally vulnerable older people: Preliminary findings. LN Gitlin WW Hauck L Winter MP Dennis R Schulz, J Am Geriatr Soc 2006 54 950 955 10.1111/j.1532-5415.2006.00733.x 16776791
    • (2006) J Am Geriatr Soc , vol.54 , pp. 950-955
    • Gitlin, L.N.1    Hauck, W.W.2    Winter, L.3    Dennis, M.P.4    Schulz, R.5
  • 8
    • 0038798090 scopus 로고    scopus 로고
    • State of the art in geriatric rehabilitation, Part I: Review of frailty and comprehensive geriatric assessment
    • 10.1016/S0003-9993(02)04929-8. 12808544
    • State of the art in geriatric rehabilitation, Part I: Review of frailty and comprehensive geriatric assessment. JL Wells JA Seabrook P Stolee MJ Borrie F Knoefel, Arch Phys Med Rehabil 2003 84 890 897 10.1016/S0003-9993(02)04929-8 12808544
    • (2003) Arch Phys Med Rehabil , vol.84 , pp. 890-897
    • Wells, J.L.1    Seabrook, J.A.2    Stolee, P.3    Borrie, M.J.4    Knoefel, F.5
  • 9
    • 0037392164 scopus 로고    scopus 로고
    • Falling through the cracks: Challenges and opportunities for improving transitional care for persons with continuous complex care needs
    • 10.1046/j.1532-5415.2003.51185.x. 12657078
    • Falling through the cracks: Challenges and opportunities for improving transitional care for persons with continuous complex care needs. EA Coleman, J Am Geriatr Soc 2003 51 549 555 10.1046/j.1532-5415.2003.51185.x 12657078
    • (2003) J Am Geriatr Soc , vol.51 , pp. 549-555
    • Coleman, E.A.1
  • 10
    • 4744349442 scopus 로고    scopus 로고
    • Bayesian analysis, pattern analysis, and data mining in health care
    • 10.1097/01.ccx.0000141546.74590.d6. 15385759
    • Bayesian analysis, pattern analysis, and data mining in health care. P Lucas, Curr Opin Crit Care 2004 10 399 403 10.1097/01.ccx.0000141546.74590.d6 15385759
    • (2004) Curr Opin Crit Care , vol.10 , pp. 399-403
    • Lucas, P.1
  • 11
    • 27644463448 scopus 로고    scopus 로고
    • Artificial neural network models for prediction of acute coronary syndromes using clinical data from the time of presentation
    • 10.1016/j.annemergmed.2004.09.012. 16271675
    • Artificial neural network models for prediction of acute coronary syndromes using clinical data from the time of presentation. RF Harrison RL Kennedy, Ann Emerg Med 2005 46 431 439 10.1016/j.annemergmed.2004.09.012 16271675
    • (2005) Ann Emerg Med , vol.46 , pp. 431-439
    • Harrison, R.F.1    Kennedy, R.L.2
  • 12
    • 33646148476 scopus 로고    scopus 로고
    • Machine learning can improve prediction of severity in acute pancreatitis using admission values of APACHE II score and C-reactive protein
    • 10.1159/000090032. 16327290
    • Machine learning can improve prediction of severity in acute pancreatitis using admission values of APACHE II score and C-reactive protein. CB Pearce SR Gunn A Ahmed CD Johnson, Pancreatology 2006 6 123 131 10.1159/000090032 16327290
    • (2006) Pancreatology , vol.6 , pp. 123-131
    • Pearce, C.B.1    Gunn, S.R.2    Ahmed, A.3    Johnson, C.D.4
  • 13
    • 1642406568 scopus 로고    scopus 로고
    • Predicting osteoarthritic knee rehabilitation outcome by using a prediction model using data mining techniques
    • 10.1097/00004356-200403000-00009. 15097172
    • Predicting osteoarthritic knee rehabilitation outcome by using a prediction model using data mining techniques. SF Tam GLY Cheing SWY Hui-Chan, Int J Rehabil Res 2004 27 65 69 10.1097/00004356-200403000-00009 15097172
    • (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
  • 14
    • 4544258100 scopus 로고    scopus 로고
    • Comparison of logistic regression and neural network analysis applied to predicting living setting after hip fracture
    • 10.1016/j.annepidem.2003.10.005. 15350954
    • Comparison of logistic regression and neural network analysis applied to predicting living setting after hip fracture. KJ Ottenbacher RT Linn PM Smith SB Illig M Mancuso CV Granger, Ann Epidemiol 2004 14 551 559 10.1016/j.annepidem. 2003.10.005 15350954
    • (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
  • 15
    • 0242694471 scopus 로고    scopus 로고
    • On prediction of vocational rehabilitation outcome at a Swedish employability institute
    • 10.1080/16501970310012437. 14664319
    • On prediction of vocational rehabilitation outcome at a Swedish employability institute. R Melin AR Fugl-Meyer, J Rehabil Med 2003 35 284 289 10.1080/16501970310012437 14664319
    • (2003) J Rehabil Med , vol.35 , pp. 284-289
    • Melin, R.1    Fugl-Meyer, A.R.2
  • 16
    • 0032871311 scopus 로고    scopus 로고
    • Measures of executive functioning as predictors of functional ability and social integration in a rehabilitation sample
    • 10.1016/S0003-9993(99)90056-4. 10489004
    • Measures of executive functioning as predictors of functional ability and social integration in a rehabilitation sample. RA Hanks LJ Rapport SR Millis SA Deshpande, Arch Phys Med Rehabil 1999 80 1030 1037 10.1016/S0003-9993(99)90056- 4 10489004
    • (1999) Arch Phys Med Rehabil , vol.80 , pp. 1030-1037
    • Hanks, R.A.1    Rapport, L.J.2    Millis, S.R.3    Deshpande, S.A.4
  • 18
    • 34548623814 scopus 로고    scopus 로고
    • The K-nearest neighbors algorithm predicted rehabilitation potential better than current clinical assessment protocol
    • 10.1016/j.jclinepi.2007.06.001. 17884595
    • The K-nearest neighbors algorithm predicted rehabilitation potential better than current clinical assessment protocol. M Zhu W Chen JP Hirdes P Stolee, J Clin Epidemiol 2007 60 1015 1021 10.1016/j.jclinepi.2007.06.001 17884595
    • (2007) J Clin Epidemiol , vol.60 , pp. 1015-1021
    • Zhu, M.1    Chen, W.2    Hirdes, J.P.3    Stolee, P.4
  • 23
    • 33746465440 scopus 로고    scopus 로고
    • Measuring change in activities of daily living in nursing home residents with moderate to severe cognitive impairment
    • 16584565. 10.1186/1471-2318-6-7
    • Measuring change in activities of daily living in nursing home residents with moderate to severe cognitive impairment. GI Carpenter CL Hastie JN Morris BE Fries J Ankri, BMC Geriatr 2006 6 7 16584565 10.1186/1471-2318-6-7
    • (2006) BMC Geriatr , vol.6 , pp. 7
    • Carpenter, G.I.1    Hastie, C.L.2    Morris, J.N.3    Fries, B.E.4    Ankri, J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.