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Volumn , Issue , 2007, Pages 202-208

Predicting future high-cost patients: A real-world risk modeling application

Author keywords

[No Author keywords available]

Indexed keywords

BIOCOMMUNICATIONS; BIOINFORMATICS; DATA PROCESSING; DECISION SUPPORT SYSTEMS; FINANCE; FORECASTING; HEALTH; HEALTH CARE; HEALTH INSURANCE; HEALTH RISKS; INFORMATION MANAGEMENT; INFORMATION SCIENCE; MINING; OCCUPATIONAL RISKS; RISK ASSESSMENT; SEARCH ENGINES; STATISTICAL METHODS;

EID: 49149095604     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIBM.2007.54     Document Type: Conference Paper
Times cited : (21)

References (18)
  • 1
    • 18644377361 scopus 로고    scopus 로고
    • High and Rising Health Care Costs. Part 1: Seeking an Explanation
    • Nov
    • T. Bodenheimer, "High and Rising Health Care Costs. Part 1: Seeking an Explanation", Ann Intern Med, Nov 2005, pp. 847-854.
    • (2005) Ann Intern Med , pp. 847-854
    • Bodenheimer, T.1
  • 2
    • 0006701812 scopus 로고    scopus 로고
    • The Concentration of Health Care Expenditures, Revisited
    • Mar/Apr
    • M.L. Berk and A.C. Monheit, "The Concentration of Health Care Expenditures, Revisited", Health Affairs, Mar/Apr 2001, pp. 9-18.
    • (2001) Health Affairs , pp. 9-18
    • Berk, M.L.1    Monheit, A.C.2
  • 3
    • 7944226699 scopus 로고    scopus 로고
    • Discovering Golden Nuggets: Data Mining in Financial Application
    • Nov
    • D. Zhang and L. Zhou, "Discovering Golden Nuggets: Data Mining in Financial Application", IEEE Trans. Sys. Man Cybernet. C Appl. Rev., Nov 2004, pp 513-522.
    • (2004) IEEE Trans. Sys. Man Cybernet. C Appl. Rev , pp. 513-522
    • Zhang, D.1    Zhou, L.2
  • 7
    • 33845772427 scopus 로고    scopus 로고
    • Learning When Data Sets are Imbalanced and When Costs are Unequal and Unknown
    • M. Maloof, "Learning When Data Sets are Imbalanced and When Costs are Unequal and Unknown", ICML Workshop Learning From Imbalanced Datasets II, 2003.
    • (2003) ICML Workshop Learning From Imbalanced Datasets II
    • Maloof, M.1
  • 8
    • 27144531570 scopus 로고    scopus 로고
    • A Study of the Behavior of Several Methods for Balancing Machine Learning Training Data
    • Jun
    • G.E.A.P.A. Batista, R.C. Prati, and M.C. Monard, "A Study of the Behavior of Several Methods for Balancing Machine Learning Training Data", ACM SIGKDD Explorations Newsletter, Jun 2004, pp 20-29.
    • (2004) ACM SIGKDD Explorations Newsletter , pp. 20-29
    • Batista, G.E.A.P.A.1    Prati, R.C.2    Monard, M.C.3
  • 10
    • 1442356040 scopus 로고    scopus 로고
    • A Multiple Resampling Method For Learning From Imbalanced Data Sets
    • Feb
    • A. Estabrooks, T. Jo, and N. Japkowicz, "A Multiple Resampling Method For Learning From Imbalanced Data Sets", Computational Intelligence, Feb 2004, pp 18-36.
    • (2004) Computational Intelligence , pp. 18-36
    • Estabrooks, A.1    Jo, T.2    Japkowicz, N.3
  • 13
    • 33646798449 scopus 로고    scopus 로고
    • Using the SF-12 Health Status Measure to Improve Predictions of Medical Expenditures
    • May
    • J.A. Fleishman, J.W. Cohen, W.G. Manning, and M. Kosinski, "Using the SF-12 Health Status Measure to Improve Predictions of Medical Expenditures", Med Care, May 2006, pp I-54-I-66.
    • (2006) Med Care
    • Fleishman, J.A.1    Cohen, J.W.2    Manning, W.G.3    Kosinski, M.4
  • 14
    • 1342283081 scopus 로고    scopus 로고
    • Risk Classification of Medicare HMO Enrollee Cost Levels using a Decision-Tree Approach
    • Feb
    • R.T. Anderson, R. Balkrishnan, and F. Camacho, "Risk Classification of Medicare HMO Enrollee Cost Levels using a Decision-Tree Approach", Am J Managed Care, Feb 2004, pp 89-98.
    • (2004) Am J Managed Care , pp. 89-98
    • Anderson, R.T.1    Balkrishnan, R.2    Camacho, F.3
  • 15
    • 12344259418 scopus 로고    scopus 로고
    • Predicting Pharmacy Costs and Other Medical Costs Using Diagnoses and Drug Claims
    • Jan
    • Y. Zhao, A.S. Ash, R.P. Ellis, J.Z. Ayanian, G.C. Pope, B. Bowen, and L. Weyuker, "Predicting Pharmacy Costs and Other Medical Costs Using Diagnoses and Drug Claims", Med Care, Jan 2005, pp 34-43.
    • (2005) Med Care , pp. 34-43
    • Zhao, Y.1    Ash, A.S.2    Ellis, R.P.3    Ayanian, J.Z.4    Pope, G.C.5    Bowen, B.6    Weyuker, L.7
  • 17
    • 32944479755 scopus 로고    scopus 로고
    • A Comparison of Comorbidity Measurements to Predict Healthcare Expenditures
    • Feb
    • J.F. Farley, C.R. Harrdley, and J.W. Devine, "A Comparison of Comorbidity Measurements to Predict Healthcare Expenditures", Am J Manag Care, Feb 2006, pp 110-117.
    • (2006) Am J Manag Care , pp. 110-117
    • Farley, J.F.1    Harrdley, C.R.2    Devine, J.W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.