메뉴 건너뛰기




Volumn 16, Issue 4, 2007, Pages 359-365

Data mining for signals in spontaneous reporting database: Proceed with caution

Author keywords

Adverse drug reactions; Data mining; Pharmacovigilance; Proportional reporting ratios; Signal detection; Spontaneous reporting systems; Statistical methods

Indexed keywords

NONSTEROID ANTIINFLAMMATORY AGENT;

EID: 34247464176     PISSN: 10538569     EISSN: 10991557     Source Type: Journal    
DOI: 10.1002/pds.1323     Document Type: Article
Times cited : (101)

References (21)
  • 1
    • 4644260256 scopus 로고    scopus 로고
    • Expecting the unexpected drug safety, pharmacovigilance and the prepared mind
    • Trontell A. Expecting the unexpected drug safety, pharmacovigilance and the prepared mind. NEJM 2004; 351(14): 1385-1387.
    • (2004) NEJM , vol.351 , Issue.14 , pp. 1385-1387
    • Trontell, A.1
  • 2
    • 0012074691 scopus 로고
    • International Reporting of Periodic Drug-Safety Update Summaries, Council for International Organizations of Medical Sciences, Geneva
    • International Reporting of Periodic Drug-Safety Update Summaries. Final report of CIOMS Working Group II. Council for International Organizations of Medical Sciences, Geneva, 1992.
    • (1992) Final report of CIOMS Working Group II
  • 3
    • 34247524359 scopus 로고    scopus 로고
    • ICH E2C Clinical Safety Data Management. Periodic Safety Update Reports for Marketed Drugs. (See http://www.ich.org). Step 5 as of November 1996.
    • ICH E2C Clinical Safety Data Management. Periodic Safety Update Reports for Marketed Drugs. (See http://www.ich.org). Step 5 as of November 1996.
  • 4
    • 1242329171 scopus 로고    scopus 로고
    • Application of data mining techniques in pharmacovigilance
    • Wilson AM, Thabane L, Holbrook A. Application of data mining techniques in pharmacovigilance. Br J Clin Pharmacol 2003; 57: 127-134.
    • (2003) Br J Clin Pharmacol , vol.57 , pp. 127-134
    • Wilson, A.M.1    Thabane, L.2    Holbrook, A.3
  • 5
    • 0035700740 scopus 로고    scopus 로고
    • Use of proportional reporting ratios (PRRs) for signal generation from spontaneous adverse drug reaction reports
    • Evans SJW, 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.W.1    Waller, P.C.2    Davis, S.3
  • 6
    • 0036307462 scopus 로고    scopus 로고
    • A data mining approach for signal detection and analysis
    • Bate A, Lindquist M, Edwards IR, Orre R. A data mining approach for signal detection and analysis. Drug Safe 2002; 25: 393-397.
    • (2002) Drug Safe , vol.25 , pp. 393-397
    • Bate, A.1    Lindquist, M.2    Edwards, I.R.3    Orre, R.4
  • 7
    • 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
  • 8
    • 0036304094 scopus 로고    scopus 로고
    • Statistical techniques for signal generation: The Australian experience
    • Purcell P, Barty S. Statistical techniques for signal generation: the Australian experience. Drug Safe 2002; 25(6): 415-421.
    • (2002) Drug Safe , vol.25 , Issue.6 , pp. 415-421
    • Purcell, P.1    Barty, S.2
  • 9
    • 24344486667 scopus 로고    scopus 로고
    • Data mining in pharmacovigilance: The need for a balanced perspective
    • Hauben M, Patadia V, Gerrits C, Walsh L, Reich L. Data mining in pharmacovigilance: the need for a balanced perspective. Drug Safe 2005; 28(10): 835-842.
    • (2005) Drug Safe , vol.28 , Issue.10 , pp. 835-842
    • Hauben, M.1    Patadia, V.2    Gerrits, C.3    Walsh, L.4    Reich, L.5
  • 11
    • 0035860576 scopus 로고    scopus 로고
    • Data mining in the US Vaccine Adverse Event Reporting System (VAERS): Early detection of intussusception and other events after rotavirus vaccination
    • Niu MT, Erwin DE, Braun MM. Data mining in the US Vaccine Adverse Event Reporting System (VAERS): early detection of intussusception and other events after rotavirus vaccination. Vaccine 2001; 19: 4627-4634.
    • (2001) Vaccine , vol.19 , pp. 4627-4634
    • Niu, M.T.1    Erwin, D.E.2    Braun, M.M.3
  • 12
    • 4444353671 scopus 로고    scopus 로고
    • Trimethoprim-induced hyperkalaemia - lessons in data mining
    • Hauben M. Trimethoprim-induced hyperkalaemia - lessons in data mining. Br J Clin Pharmacol 2004.
    • (2004) Br J Clin Pharmacol
    • Hauben, M.1
  • 13
    • 4344629388 scopus 로고    scopus 로고
    • Application of an empiric Bayesian data mining algorithm to reports of pancreatitis associated with atypical antipsychotics
    • Hauben M. Application of an empiric Bayesian data mining algorithm to reports of pancreatitis associated with atypical antipsychotics. Pharmacotherapy 2004; 24(9): 1122-1129.
    • (2004) Pharmacotherapy , vol.24 , Issue.9 , pp. 1122-1129
    • Hauben, M.1
  • 14
    • 9144239875 scopus 로고    scopus 로고
    • Drug-induced pancreatitis: Lessons in data mining
    • Hauben M, Reich L. Drug-induced pancreatitis: lessons in data mining. Br J Clin Pharmacol 2004; 58(5): 560-562.
    • (2004) Br J Clin Pharmacol , vol.58 , Issue.5 , pp. 560-562
    • Hauben, M.1    Reich, L.2
  • 16
    • 0037199381 scopus 로고    scopus 로고
    • On the assessment of adverse drug reactions from spontaneous reporting systems: The influence of under-reporting on odds ratios
    • van der Heijden PG, van Puijenbrock EP, van Buren SS, van der Hofsted JW. On the assessment of adverse drug reactions from spontaneous reporting systems: the influence of under-reporting on odds ratios. Stat Med 2002; 21(14): 2027-2044.
    • (2002) Stat Med , vol.21 , Issue.14 , pp. 2027-2044
    • van der Heijden, P.G.1    van Puijenbrock, E.P.2    van Buren, S.S.3    van der Hofsted, J.W.4
  • 18
    • 0036300732 scopus 로고    scopus 로고
    • Use of screening algorithms and computer systems to efficiently signal higher-than-expected combinations of drugs and events in the US FDA's spontaneous reports database
    • Szarfman A, Machado SG, O'Neill RT. Use of screening algorithms and computer systems to efficiently signal higher-than-expected combinations of drugs and events in the US FDA's spontaneous reports database. Drug Safe 2002; 25: 381-392.
    • (2002) Drug Safe , vol.25 , pp. 381-392
    • Szarfman, A.1    Machado, S.G.2    O'Neill, R.T.3
  • 19
    • 0002656565 scopus 로고
    • Epidemiology of adverse reactions to nonsteroidal antiinflammatory drugs
    • Rainsford KD, Velo GP eds, Raven Press: New York, NY
    • Weber JCP. Epidemiology of adverse reactions to nonsteroidal antiinflammatory drugs. In Advances In Inflammation Research, Vol. 6, Rainsford KD, Velo GP (eds). Raven Press: New York, NY, 1984; 1-6.
    • (1984) Advances In Inflammation Research , vol.6 , pp. 1-6
    • Weber, J.C.P.1
  • 20
    • 2942554869 scopus 로고    scopus 로고
    • Replication of the Weber effect using postmarketing adverse event reports voluntarily submitted to the United States Food and Drug Administration
    • Hartnell NF, Wilson JP. Replication of the Weber effect using postmarketing adverse event reports voluntarily submitted to the United States Food and Drug Administration. Pharmacotherapy 2004; 24(6): 743-749.
    • (2004) Pharmacotherapy , vol.24 , Issue.6 , pp. 743-749
    • Hartnell, N.F.1    Wilson, J.P.2
  • 21
    • 34247537257 scopus 로고    scopus 로고
    • Retrieving Adverse Drug Reactions with MedDRA
    • Development and Rational Use of Standardized MedDRA Queries SMQs, Council for International Organizataions of Medical Sciences, Geneva
    • Development and Rational Use of Standardized MedDRA Queries (SMQs). Retrieving Adverse Drug Reactions with MedDRA. Report of the CIOMS Working Group. Council for International Organizataions of Medical Sciences, Geneva, 2004.
    • (2004) Report of the CIOMS Working Group


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.