메뉴 건너뛰기




Volumn , Issue , 2013, Pages 64-71

Big data solutions for predicting risk-of-readmission for congestive heart failure patients

Author keywords

Healthcare; Knowledge Discovery; Risk Prediction

Indexed keywords

BIG DATA; CARDIOLOGY; FORECASTING; HEALTH CARE; HEALTH RISKS; HOSPITALS; PREDICTIVE ANALYTICS;

EID: 84893330267     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BigData.2013.6691760     Document Type: Conference Paper
Times cited : (66)

References (28)
  • 1
    • 84876785353 scopus 로고    scopus 로고
    • Potentially avoidable 30-day hospital readmissions in medical patients: Derivation and validation of a prediction model
    • Apr
    • Donzé J. Aujesky D., Williams D., Schnipper J.L, MD. Potentially avoidable 30-day hospital readmissions in medical patients: Derivation and validation of a prediction model. JAMA Internal Medicine, 173(8):632-638, Apr. 2013.
    • (2013) JAMA Internal Medicine , vol.173 , Issue.8 , pp. 632-638
    • Donzé Aujesky, J.D.1    Williams, D.2    Schnipper, J.L.3
  • 3
    • 84893273031 scopus 로고    scopus 로고
    • The Apache Software Foundation
    • The Apache Software Foundation., http://hadoop.apache.org/common/credits. html.
  • 4
    • 84927136816 scopus 로고    scopus 로고
    • MapReduce: Simplified data processing on large clusters
    • Ghemawat D.J.MapReduce: simplified data processing on large clusters. In: Proc of OSDI, 2004.
    • (2004) Proc of OSDI
    • Ghemawat, D.J.1
  • 5
    • 79960530372 scopus 로고    scopus 로고
    • Manning Publications Co., Greenwich, Connecticut
    • Owen S. and Anil R. Mahout in Action. Manning Publications Co., Greenwich, Connecticut, 2010.
    • (2010) Mahout in Action
    • Owen, S.1    Anil, R.2
  • 7
    • 84893284655 scopus 로고    scopus 로고
    • Wikipedia, http://en.wikipedia.org/wiki/Apache-Cassandra.
  • 8
    • 14844291419 scopus 로고    scopus 로고
    • Characteristics and outcomes of patients hospitalized for heart failure in the United States: Rationale, design, and preliminary observations from the first100, 000 cases in the acute decompensated heart failure national registry (ADHERE)
    • Feb
    • Adams K. F., Fonarow G. C., Emerman C. L., LeJemtel T. H., Costanzo M. R., Abraham W. T., Berkowitz R. L., Galvao M., and Horton D. P. Characteristics and outcomes of patients hospitalized for heart failure in the United States: Rationale, design, and preliminary observations from the first100, 000 cases in the acute decompensated heart failure national registry (ADHERE). American Heart Journal, 149(2):209-216, Feb. 2005
    • (2005) American Heart Journal , vol.149 , Issue.2 , pp. 209-216
    • Adams, K.F.1    Fonarow, G.C.2    Emerman, C.L.3    Lejemtel, T.H.4    Costanzo, M.R.5    Abraham, W.T.6    Berkowitz, R.L.7    Galvao, M.8    Horton, D.P.9
  • 12
    • 84893320734 scopus 로고    scopus 로고
    • HEALTH SYSTEM
    • MULTICARE HEALTH SYSTEM, http://www.multicare.org/.
  • 16
    • 33749031312 scopus 로고    scopus 로고
    • The care transitions intervention: Results of a randomized controlled trial
    • Sept
    • Coleman EA, Parry C, Chalmers S, Min SJ. The care transitions intervention: Results of a randomized controlled trial. Archives ofInternal Medicine, 166(17):1822-1828, Sept. 2006.
    • (2006) Archives OfInternal Medicine , vol.166 , Issue.17 , pp. 1822-1828
    • Coleman, E.A.1    Parry, C.2    Chalmers, S.3    Min, S.J.4
  • 18
    • 79951733991 scopus 로고    scopus 로고
    • The impact of post discharge telephonic follows up on hospital readmissions
    • Harrison P., Hara P., Pope J., Young M., and Rula E. The impact of post discharge telephonic follows up on hospital readmissions. Popul Health Manag, 14:27-32, 2011.
    • (2011) Popul Health Manag , vol.14 , pp. 27-32
    • Harrison, P.1    Hara, P.2    Pope, J.3    Young, M.4    Rula, E.5
  • 19
    • 84873998102 scopus 로고    scopus 로고
    • Preventing readmissions through comprehensive discharge planning
    • Hunter T., Nelson J., and Birmingham J. Preventing readmissions through comprehensive discharge planning. Prof Case Manag., 18:56-63, 2013.
    • (2013) Prof Case Manag , vol.18 , pp. 56-63
    • Hunter, T.1    Nelson, J.2    Birmingham, J.3
  • 20
    • 50049089953 scopus 로고    scopus 로고
    • Empirical study on applications of data mining techniques in healthcare
    • Kaur H. and Wasan S. K. Empirical study on applications of data mining techniques in healthcare. Journal of Computer Science, 2(2):194-200, 2006.
    • (2006) Journal of Computer Science , vol.2 , Issue.2 , pp. 194-200
    • Kaur, H.1    Wasan, S.K.2
  • 21
    • 12344320989 scopus 로고    scopus 로고
    • Discharge education improves clinical outcomes in patients with chronic heart failure
    • Jan
    • Koelling T. M., Johnson M. L., Cody R. J., and Aaronson. K. D. Discharge education improves clinical outcomes in patients with chronic heart failure. Circulation, 111(2):179-185, Jan. 2005.
    • (2005) Circulation , vol.111 , Issue.2 , pp. 179-185
    • Koelling, T.M.1    Johnson, M.L.2    Cody, R.J.3    Aaronson, K.D.4
  • 24
    • 0034765730 scopus 로고    scopus 로고
    • Comparison of logistic regression and neural networks to predict rehospitalization in patients with stroke
    • Ottenbacher K., Smith P., Illig S., Linn R., Fiedler R., and Granger C. Comparison of logistic regression and neural networks to predict rehospitalization in patients with stroke. Journal of clinical epidemiology, 54(11):1159-1165, 2001.
    • (2001) Journal of Clinical Epidemiology , vol.54 , Issue.11 , pp. 1159-1165
    • Ottenbacher, K.1    Smith, P.2    Illig, S.3    Linn, R.4    Fiedler, R.5    Granger, C.6
  • 26
    • 84875646817 scopus 로고    scopus 로고
    • The inevitable application of big data to health care
    • doi:10.1001/jama.2013.393
    • Murdoch T., Detsky A., The Inevitable Application of Big Data to Health Care, JAMA. 2013; 1351-1352. doi:10.1001/jama.2013.393.
    • (2013) JAMA , pp. 1351-1352
    • Murdoch, T.1    Detsky, A.2
  • 28
    • 84862644049 scopus 로고    scopus 로고
    • Towards a unified architecture for in-rdbms analytics
    • Feng, X., A. Kumar, B. Recht, and C. Ŕe, 2012: Towards a unified architecture for in-rdbms analytics. In SIGMOD Conference, pp. 325-336
    • (2012) SIGMOD Conference , pp. 325-336
    • Feng, X.1    Kumar, A.2    Recht, B.3    Ŕe, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.