메뉴 건너뛰기




Volumn , Issue , 2010, Pages 100-107

Mining electronic health records for adverse drug effects using regression based methods

Author keywords

adverse drug events; confounding; electronic health records; regression

Indexed keywords

ADVERSE DRUG EVENTS; CONFOUNDING; DRUG EFFECTS; ELECTRONIC HEALTH RECORD; LARGE-SCALE MINING; MEDICAL CONDITIONS; PHARMACOVIGILANCE; REGRESSION; REGRESSION TECHNIQUES; REPORTING BIAS; REPORTING SYSTEMS; STATISTICAL TECHNIQUES; SUBJECT MATTER EXPERTS;

EID: 78650943943     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1882992.1883008     Document Type: Conference Paper
Times cited : (37)

References (27)
  • 2
    • 0031032055 scopus 로고    scopus 로고
    • Adverse drug events in hospitalized patients. Excess length of stay, extra costs, and attributable mortality
    • Classen DC, Pestotnik SL, Evans RS, Lloyd JF, Burke JP: Adverse drug events in hospitalized patients. Excess length of stay, extra costs, and attributable mortality. JAMA 1997, 277:301-306.
    • (1997) JAMA , vol.277 , pp. 301-306
    • Classen, D.C.1    Pestotnik, S.L.2    Evans, R.S.3    Lloyd, J.F.4    Burke, J.P.5
  • 4
    • 78650941261 scopus 로고    scopus 로고
    • The Upsala monitoring centre. http://www.who-umc.org
  • 5
    • 34247464176 scopus 로고    scopus 로고
    • Data mining for signals in spontaneous reporting databases: Proceed with caution
    • Stephenson W, Hauben M: Data mining for signals in spontaneous reporting databases: proceed with caution. Pharmacoepidemiol Drug Saf 2007, 16:359-365.
    • (2007) Pharmacoepidemiol Drug Saf , vol.16 , pp. 359-365
    • Stephenson, W.1    Hauben, M.2
  • 6
    • 68149124572 scopus 로고    scopus 로고
    • Quantitative signal detection using spontaneous ADR reporting
    • Bate A, Evans SJ: Quantitative signal detection using spontaneous ADR reporting. Pharmacoepidemiol Drug Saf 2009, 18:427-436.
    • (2009) Pharmacoepidemiol Drug Saf , vol.18 , pp. 427-436
    • Bate, A.1    Evans, S.J.2
  • 7
    • 65349157361 scopus 로고    scopus 로고
    • Active Computerized Pharmacovigilance using Natural Language Processing, Statistics, and Electronic Health Records: A Feasibility Study
    • Wang X, Hripcsak G, Markatou M, Friedman C: Active Computerized Pharmacovigilance using Natural Language Processing, Statistics, and Electronic Health Records: a Feasibility Study. J Am Med Inform Assoc 2009.
    • (2009) J Am Med Inform Assoc
    • Wang, X.1    Hripcsak, G.2    Markatou, M.3    Friedman, C.4
  • 9
    • 4544280638 scopus 로고    scopus 로고
    • Automated encoding of clinical documents based on natural language processing
    • Friedman C, Shagina L, Lussier Y, Hripcsak G: Automated encoding of clinical documents based on natural language processing. J Am Med Inform Assoc 2004, 11:392-402.
    • (2004) J Am Med Inform Assoc , vol.11 , pp. 392-402
    • Friedman, C.1    Shagina, L.2    Lussier, Y.3    Hripcsak, G.4
  • 10
    • 36749097784 scopus 로고    scopus 로고
    • Automated acquisition of disease drug knowledge from biomedical and clinical documents: An initial study
    • Chen ES, Hripcsak G, Xu H, Markatou M, Friedman C: Automated acquisition of disease drug knowledge from biomedical and clinical documents: an initial study. J Am Med Inform Assoc 2008, 15:87-98.
    • (2008) J Am Med Inform Assoc , vol.15 , pp. 87-98
    • Chen, E.S.1    Hripcsak, G.2    Xu, H.3    Markatou, M.4    Friedman, C.5
  • 13
    • 0035700740 scopus 로고    scopus 로고
    • Use of proportional reporting ratios (PRRs) for signal generation from spontaneous adverse drug reaction reports
    • Evans SJ, Waller PC, Davis S: Use of proportional reporting ratios (PRRs) for signal generation from spontaneous adverse drug reaction reports. Pharmacoepidemiol Drug Saf 2001, 10:483-486.
    • (2001) Pharmacoepidemiol Drug Saf , vol.10 , pp. 483-486
    • Evans, S.J.1    Waller, P.C.2    Davis, S.3
  • 14
    • 0037256026 scopus 로고    scopus 로고
    • Application of quantitative signal detection in the Dutch spontaneous reporting system for adverse drug reactions
    • van Puijenbroek EP, Diemont W, van GK: Application of quantitative signal detection in the Dutch spontaneous reporting system for adverse drug reactions. Drug Saf 2003, 26:293-301.
    • (2003) Drug Saf , vol.26 , pp. 293-301
    • Van Puijenbroek, E.P.1    Diemont, W.2    Van, G.K.3
  • 15
    • 0038931405 scopus 로고    scopus 로고
    • Bayesian data mining in large frequency tables, with an application to the FDA Spontaneous Reporting System
    • DuMouchel W: Bayesian data mining in large frequency tables, with an application to the FDA Spontaneous Reporting System. Am Stat 1999, 53:177-190.
    • (1999) Am Stat , vol.53 , pp. 177-190
    • DuMouchel, W.1
  • 17
    • 21344459222 scopus 로고    scopus 로고
    • Regression modelling and other methods to control confounding
    • McNamee R: Regression modelling and other methods to control confounding. Occupational and Environmental Medicine 2005, 62:500-506.
    • (2005) Occupational and Environmental Medicine , vol.62 , pp. 500-506
    • McNamee, R.1
  • 18
    • 34548105186 scopus 로고    scopus 로고
    • Large-Scale Bayesian Logistic Regression for Text Categorization
    • Genkin A., Madigan D, Lewis DD.: Large-Scale Bayesian Logistic Regression for Text Categorization. Technometrics 2007, 49:291-304.
    • (2007) Technometrics , vol.49 , pp. 291-304
    • Genkin, A.1    Madigan, D.2    Lewis, D.D.3
  • 22
    • 72849124849 scopus 로고    scopus 로고
    • A pharmacovigilance program from laboratory signals for the detection and reporting of serious adverse drug reactions in hospitalized patients
    • Ramirez E, Carcas AJ, Borobia AM, Lei SH, Pinana E, Fudio S, Frias J: A pharmacovigilance program from laboratory signals for the detection and reporting of serious adverse drug reactions in hospitalized patients. Clin Pharmacol Ther 2010, 87:74-86.
    • (2010) Clin Pharmacol Ther , vol.87 , pp. 74-86
    • Ramirez, E.1    Carcas, A.J.2    Borobia, A.M.3    Lei, S.H.4    Pinana, E.5    Fudio, S.6    Frias, J.7
  • 25
    • 84942484786 scopus 로고
    • Ridge Regression: Biased Estimation for Nonorthogonal Problems
    • Hoerl AE., Kennard RW.: Ridge Regression: Biased Estimation for Nonorthogonal Problems. Technometrics 1970, 12:55-67.
    • (1970) Technometrics , vol.12 , pp. 55-67
    • Hoerl, A.E.1    Kennard, R.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.