메뉴 건너뛰기




Volumn 16, Issue 3, 2009, Pages 328-337

Active Computerized Pharmacovigilance Using Natural Language Processing, Statistics, and Electronic Health Records: A Feasibility Study

Author keywords

[No Author keywords available]

Indexed keywords

AMFEBUTAMONE; DIPEPTIDYL CARBOXYPEPTIDASE INHIBITOR; IBUPROFEN; MORPHINE; PAROXETINE; ROSIGLITAZONE; WARFARIN;

EID: 65349157361     PISSN: 10675027     EISSN: None     Source Type: Journal    
DOI: 10.1197/jamia.M3028     Document Type: Article
Times cited : (232)

References (57)
  • 1
    • 65349134903 scopus 로고
    • Thalidomide and congential malformation
    • McBride W. Thalidomide and congential malformation. Lancet 2 (1961) 1238
    • (1961) Lancet , vol.2 , pp. 1238
    • McBride, W.1
  • 2
    • 0033033773 scopus 로고    scopus 로고
    • Why there is a need for pharmacovigilance
    • Jan
    • Amery W.K. Why there is a need for pharmacovigilance. Pharmacoepidemiol Drug Saf 8 1 (1999) 61-64 Jan
    • (1999) Pharmacoepidemiol Drug Saf , vol.8 , Issue.1 , pp. 61-64
    • Amery, W.K.1
  • 4
    • 65349180966 scopus 로고    scopus 로고
    • Accessed 3/21/09
    • http://www.emea.europa.eu/ Accessed 3/21/09
  • 5
    • 65349162928 scopus 로고    scopus 로고
    • Accessed 3/21/09
    • http://www.fda.gov/cder/aers/default.htm Accessed 3/21/09
  • 6
    • 4944231981 scopus 로고    scopus 로고
    • The general practice research database: Role in pharmacovigilance
    • Wood L., and Martinez C. The general practice research database: Role in pharmacovigilance. Drug Saf 27 12 (2004) 871-881
    • (2004) Drug Saf , vol.27 , Issue.12 , pp. 871-881
    • Wood, L.1    Martinez, C.2
  • 8
    • 22144474788 scopus 로고    scopus 로고
    • Adverse drug event surveillance and drug withdrawals in the United States, 1969-2002: The importance of reporting suspected reactions
    • Jun 27
    • Wysowski D.K., and Swartz L. Adverse drug event surveillance and drug withdrawals in the United States, 1969-2002: The importance of reporting suspected reactions. Arch Intern Med 165 12 (2005) 1363-1369 Jun 27
    • (2005) Arch Intern Med , vol.165 , Issue.12 , pp. 1363-1369
    • Wysowski, D.K.1    Swartz, L.2
  • 9
    • 34247464176 scopus 로고    scopus 로고
    • Data mining for signals in spontaneous reporting databases: Proceed with caution
    • Apr
    • Stephenson W.P., and Hauben M. Data mining for signals in spontaneous reporting databases: Proceed with caution. Pharmacoepidemiol Drug Saf 16 4 (2007) 359-365 Apr
    • (2007) Pharmacoepidemiol Drug Saf , vol.16 , Issue.4 , pp. 359-365
    • Stephenson, W.P.1    Hauben, M.2
  • 10
    • 0023946665 scopus 로고
    • Possible strategies for early recognition of potential drug safety problems
    • Spring
    • Venulet J. Possible strategies for early recognition of potential drug safety problems. Adverse Drug React Acute Poisoning Rev 7 1 (1988) 39-47 Spring
    • (1988) Adverse Drug React Acute Poisoning Rev , vol.7 , Issue.1 , pp. 39-47
    • Venulet, J.1
  • 11
    • 0035700740 scopus 로고    scopus 로고
    • Use of proportional reporting ratios (PRRs) for signal generation from spontaneous adverse drug reaction reports
    • Oct-Nov
    • Evans S.J., Waller P.C., and Davis S. Use of proportional reporting ratios (PRRs) for signal generation from spontaneous adverse drug reaction reports. Pharmacoepidemiol drug Saf 10 6 (2001) 483-486 Oct-Nov
    • (2001) Pharmacoepidemiol drug Saf , vol.10 , Issue.6 , pp. 483-486
    • Evans, S.J.1    Waller, P.C.2    Davis, S.3
  • 12
    • 0004292914 scopus 로고    scopus 로고
    • GS, Lippincott, Raven, PA
    • nd edn. GS (1998), Lippincott, Raven, PA
    • (1998) nd edn.
    • Rothman, K.J.1
  • 13
    • 0037221866 scopus 로고    scopus 로고
    • Quantitative methods in pharmacovigilance: Focus on signal detection
    • Hauben M., and Zhou X. Quantitative methods in pharmacovigilance: Focus on signal detection. Drug Saf 26 3 (2003) 159-186
    • (2003) Drug Saf , vol.26 , Issue.3 , pp. 159-186
    • Hauben, M.1    Zhou, X.2
  • 14
    • 65349150136 scopus 로고    scopus 로고
    • Accessed 3/21/09
    • http://www.who-umc.org/DynPage.aspx Accessed 3/21/09
  • 15
    • 65349189066 scopus 로고    scopus 로고
    • Accessed 3/21/09
    • http://yellowcard.mhra.gov.uk/ Accessed 3/21/09
  • 16
    • 34547541729 scopus 로고    scopus 로고
    • Evaluating adverse events after vaccination in the Medicare population
    • Jul
    • Burwen D.R., LVL, Braun M.M., Houck P., and Ball R. Evaluating adverse events after vaccination in the Medicare population. Pharmacoepidemiol Drug Saf 16 7 (2007) 753-761 Jul
    • (2007) Pharmacoepidemiol Drug Saf , vol.16 , Issue.7 , pp. 753-761
    • Burwen, D.R.1    LVL2    Braun, M.M.3    Houck, P.4    Ball, R.5
  • 17
    • 24344486322 scopus 로고    scopus 로고
    • Comparing data mining methods on the VAERS database
    • September
    • Banks D., WE, Burwen D.R., et al. Comparing data mining methods on the VAERS database. Pharmacoepidemiol Drug Saf 14 9 (2005) 601-609 September
    • (2005) Pharmacoepidemiol Drug Saf , vol.14 , Issue.9 , pp. 601-609
    • Banks, D.1    WE2    Burwen, D.R.3
  • 18
    • 65349183030 scopus 로고    scopus 로고
    • Accessed 3/21/09
    • http://www.fda.gov/cdrh/MAUDE.html Accessed 3/21/09
  • 19
    • 0032876624 scopus 로고    scopus 로고
    • Attitudinal survey of voluntary reporting of adverse drug reactions
    • Oct
    • Eland I.A., Belton K.J., van Grootheest A.C., et al. Attitudinal survey of voluntary reporting of adverse drug reactions. Br J Clin Pharmacol 48 4 (1999) 623-627 Oct
    • (1999) Br J Clin Pharmacol , vol.48 , Issue.4 , pp. 623-627
    • Eland, I.A.1    Belton, K.J.2    van Grootheest, A.C.3
  • 20
    • 14944354069 scopus 로고    scopus 로고
    • Epidemiologic studies of adverse effects of anti-retroviral drugs: How well is statistical power reported
    • Mar
    • Halpern S.D., Barton T.D., Gross R., et al. Epidemiologic studies of adverse effects of anti-retroviral drugs: How well is statistical power reported. Pharmacoepidemiol Drug Saf 14 3 (2005) 155-161 Mar
    • (2005) Pharmacoepidemiol Drug Saf , vol.14 , Issue.3 , pp. 155-161
    • Halpern, S.D.1    Barton, T.D.2    Gross, R.3
  • 21
    • 0031746861 scopus 로고    scopus 로고
    • New Zealand Intensive Medicines Monitoring Programme, Pharmacoepidemiol d, Saf
    • Coulter D.M. New Zealand Intensive Medicines Monitoring Programme, Pharmacoepidemiol d, Saf. Marine 7 2 (1998) 79-90
    • (1998) Marine , vol.7 , Issue.2 , pp. 79-90
    • Coulter, D.M.1
  • 22
    • 0035572841 scopus 로고    scopus 로고
    • Pharmacoepidemiological research at the Medicines Monitoring Unit, Scotland: Data protection and confidentiality
    • Dec
    • Evans J.M., McNaughton D., Donnan P.T., and MacDonald T.M. Pharmacoepidemiological research at the Medicines Monitoring Unit, Scotland: Data protection and confidentiality. Pharmacoepidemiol Drug Saf 10 7 (2001) 669-673 Dec
    • (2001) Pharmacoepidemiol Drug Saf , vol.10 , Issue.7 , pp. 669-673
    • Evans, J.M.1    McNaughton, D.2    Donnan, P.T.3    MacDonald, T.M.4
  • 24
    • 0034956155 scopus 로고    scopus 로고
    • Pharmacoepidemiology-A tool for public health
    • Mar-Apr
    • Waller P. Pharmacoepidemiology-A tool for public health. Pharmacoepidemiol Drug Saf 10 2 (2001) 165-172 Mar-Apr
    • (2001) Pharmacoepidemiol Drug Saf , vol.10 , Issue.2 , pp. 165-172
    • Waller, P.1
  • 25
    • 33847758628 scopus 로고    scopus 로고
    • Acute myeloid leukemia or myelodysplastic syndrome following use of granulocyte colony stimulating factors during breast cancer adjuvant chemotherapy
    • Febr
    • HershmanD N.A., Jacobson J.S., et al. Acute myeloid leukemia or myelodysplastic syndrome following use of granulocyte colony stimulating factors during breast cancer adjuvant chemotherapy. J Natl Cancer Inst 99 3 (2007) 96-205 Febr
    • (2007) J Natl Cancer Inst , vol.99 , Issue.3 , pp. 96-205
    • HershmanD, N.A.1    Jacobson, J.S.2
  • 26
    • 58349114259 scopus 로고    scopus 로고
    • Atypical antipsychotic drugs and the risk of sudden cardiac death
    • Jan 15
    • Ray W.A., Murray K.T., Hall K., and Stein C.M. Atypical antipsychotic drugs and the risk of sudden cardiac death. N Engl J Med 360 3 (2009) 225-235 Jan 15
    • (2009) N Engl J Med , vol.360 , Issue.3 , pp. 225-235
    • Ray, W.A.1    Murray, K.T.2    Hall, K.3    Stein, C.M.4
  • 27
    • 37349104178 scopus 로고    scopus 로고
    • Early detection of adverse drug events within population-based health networks: Application of sequential testing methods
    • Dec
    • Brown J.S., Kulldorff M., Chan K.A., et al. Early detection of adverse drug events within population-based health networks: Application of sequential testing methods. Pharmacoepidemiol Drug Saf 16 12 (2007) 1275-1284 Dec
    • (2007) Pharmacoepidemiol Drug Saf , vol.16 , Issue.12 , pp. 1275-1284
    • Brown, J.S.1    Kulldorff, M.2    Chan, K.A.3
  • 28
    • 33751101323 scopus 로고    scopus 로고
    • Differential associations of beta blockers with haemorrhagic events for chronic heart failure patients on warfarin
    • Nov
    • Berlowitz D.R., Miller D.R., Oliveria S.A., et al. Differential associations of beta blockers with haemorrhagic events for chronic heart failure patients on warfarin. Pharmacoepidemiol Drug Saf 15 11 (2006) 799-807 Nov
    • (2006) Pharmacoepidemiol Drug Saf , vol.15 , Issue.11 , pp. 799-807
    • Berlowitz, D.R.1    Miller, D.R.2    Oliveria, S.A.3
  • 30
    • 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 S.G., and O'Neill R.T. 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 Saf 25 6 (2002) 381-392
    • (2002) Drug Saf , vol.25 , Issue.6 , pp. 381-392
    • Szarfman, A.1    Machado, S.G.2    O'Neill, R.T.3
  • 31
    • 4344629388 scopus 로고    scopus 로고
    • Application of an empiric Bayesian data mining algorithm to reports of pancreatitis associated with atypical antipsychotics
    • September
    • Hauben M. Application of an empiric Bayesian data mining algorithm to reports of pancreatitis associated with atypical antipsychotics. Pharmacotherapy 24 9 (2004) 1,122-9 September
    • (2004) Pharmacotherapy , vol.24 , Issue.9
    • Hauben, M.1
  • 32
    • 4344689546 scopus 로고    scopus 로고
    • Association of asthma therapy and Churg-Strauss syndrome: An analysis of postmarketing surveillance data
    • Jul
    • DuMouchel W., Smith E.T., Beasley R., et al. Association of asthma therapy and Churg-Strauss syndrome: An analysis of postmarketing surveillance data. Clin Ther 26 7 (2004) 1092-1104 Jul
    • (2004) Clin Ther , vol.26 , Issue.7 , pp. 1092-1104
    • DuMouchel, W.1    Smith, E.T.2    Beasley, R.3
  • 33
    • 0013843513 scopus 로고
    • Progress in programming for processing English language medical records
    • Aug 6
    • Baruch J.J. Progress in programming for processing English language medical records. Ann N Y Acad Sci 126 2 (1965) 795-804 Aug 6
    • (1965) Ann N Y Acad Sci , vol.126 , Issue.2 , pp. 795-804
    • Baruch, J.J.1
  • 34
    • 0035752429 scopus 로고    scopus 로고
    • Effective mapping of biomedical text to the UMLS metathesaurus: The MetaMap program
    • Aronson A.R. Effective mapping of biomedical text to the UMLS metathesaurus: The MetaMap program. Proc AMIA Symp (2001) 17-21
    • (2001) Proc AMIA Symp , pp. 17-21
    • Aronson, A.R.1
  • 35
    • 0037021424 scopus 로고    scopus 로고
    • MEDSYNDIKATE-A natural language system for the extraction of medical information from findings reports
    • Dec 4
    • Hahn U., Romacker M., and Schulz S. MEDSYNDIKATE-A natural language system for the extraction of medical information from findings reports. Int J Med Inform 67 1-3 (2002) 63-74 Dec 4
    • (2002) Int J Med Inform , vol.67 , Issue.1-3 , pp. 63-74
    • Hahn, U.1    Romacker, M.2    Schulz, S.3
  • 36
    • 4544280638 scopus 로고    scopus 로고
    • Automated encoding of clinical documents based on natural language processing
    • Sept-Oct
    • Friedman C., Shagina L., Lussier Y., and Hripcsak G. Automated encoding of clinical documents based on natural language processing. J Am Med Inform Assoc 11 5 (2004) 392-402 Sept-Oct
    • (2004) J Am Med Inform Assoc , vol.11 , Issue.5 , pp. 392-402
    • Friedman, C.1    Shagina, L.2    Lussier, Y.3    Hripcsak, G.4
  • 37
    • 65349127152 scopus 로고    scopus 로고
    • Extracting phenotypic information from the literature via natural language processing
    • Chen L., and Friedman C. Extracting phenotypic information from the literature via natural language processing. Stud Health Technol Inform 107 2 (2004) 758-762
    • (2004) Stud Health Technol Inform , vol.107 , Issue.2 , pp. 758-762
    • Chen, L.1    Friedman, C.2
  • 38
    • 0842283365 scopus 로고    scopus 로고
    • The interaction of domain knowledge and linguistic structure in natural language processing: Interpreting hypernymic propositions in biomedical text
    • Dec
    • Rindflesch T.C., and Fiszman M. The interaction of domain knowledge and linguistic structure in natural language processing: Interpreting hypernymic propositions in biomedical text. J Biomed Inform 36 6 (2003) 462-477 Dec
    • (2003) J Biomed Inform , vol.36 , Issue.6 , pp. 462-477
    • Rindflesch, T.C.1    Fiszman, M.2
  • 39
    • 0037353241 scopus 로고    scopus 로고
    • Detecting adverse events using information technology
    • Mar-Apr
    • Bates D.W., Evans R.S., Murff H., et al. Detecting adverse events using information technology. J Am Med Inform Assoc 10 2 (2003) 115-128 Mar-Apr
    • (2003) J Am Med Inform Assoc , vol.10 , Issue.2 , pp. 115-128
    • Bates, D.W.1    Evans, R.S.2    Murff, H.3
  • 40
    • 0035002881 scopus 로고    scopus 로고
    • Using computerized data to identify adverse drug events in outpatients
    • May-Jun
    • Honigman B., Lee J., Rothschild J., et al. Using computerized data to identify adverse drug events in outpatients. J Am Med Inform Assoc 8 3 (2001) 254-266 May-Jun
    • (2001) J Am Med Inform Assoc , vol.8 , Issue.3 , pp. 254-266
    • Honigman, B.1    Lee, J.2    Rothschild, J.3
  • 41
    • 33846664313 scopus 로고    scopus 로고
    • EBIMed-Text Crunching to Gather Facts for Proteins from MEDLINE
    • Jan 15
    • Rebholz-Schuhmann D., Kirsch H., Arregui M., et al. EBIMed-Text Crunching to Gather Facts for Proteins from MEDLINE. BioInformatics 23 2 (2007) e237-e244 Jan 15
    • (2007) BioInformatics , vol.23 , Issue.2
    • Rebholz-Schuhmann, D.1    Kirsch, H.2    Arregui, M.3
  • 42
    • 10844244599 scopus 로고    scopus 로고
    • Mining transitive associations among biological objects from text
    • Nov-Dec
    • Narayanasamy V., Mukhopadhyay S., Palakal M., Potter D.A., and Trans M. Mining transitive associations among biological objects from text. J Biomed Sci 11 6 (2004) 864-873 Nov-Dec
    • (2004) J Biomed Sci , vol.11 , Issue.6 , pp. 864-873
    • Narayanasamy, V.1    Mukhopadhyay, S.2    Palakal, M.3    Potter, D.A.4    Trans, M.5
  • 43
    • 38949105955 scopus 로고    scopus 로고
    • Getting started in text mining
    • Jan
    • Cohen K.B., and Hunter L. Getting started in text mining. PLoS Comput Biol 4 1 (2008) e20 Jan
    • (2008) PLoS Comput Biol , vol.4 , Issue.1
    • Cohen, K.B.1    Hunter, L.2
  • 45
    • 34248363374 scopus 로고    scopus 로고
    • Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics
    • Cao H., Markatou M., Melton G.B., Chiang M.F., and Hripcsak G. Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics. AMIA Annu Symp Proc (2005) 106-110
    • (2005) AMIA Annu Symp Proc , pp. 106-110
    • Cao, H.1    Markatou, M.2    Melton, G.B.3    Chiang, M.F.4    Hripcsak, G.5
  • 46
    • 34248361892 scopus 로고    scopus 로고
    • A statistical methodology for analyzing co-occurrence data from a large sample
    • Jun
    • Cao H., Hripcsak G., and Markatou M. A statistical methodology for analyzing co-occurrence data from a large sample. J Biomed Inform 40 3 (2007) 343-352 Jun
    • (2007) J Biomed Inform , vol.40 , Issue.3 , pp. 343-352
    • Cao, H.1    Hripcsak, G.2    Markatou, M.3
  • 47
    • 28244492953 scopus 로고    scopus 로고
    • Prescription for electronic drug information exchange
    • Liu S.M.W., Moore R., et al. Prescription for electronic drug information exchange. IT Prof 7 5 (2005) 17-23
    • (2005) IT Prof , vol.7 , Issue.5 , pp. 17-23
    • Liu, S.M.W.1    Moore, R.2
  • 48
    • 36749097784 scopus 로고    scopus 로고
    • Automated acquisition of disease drug knowledge from biomedical and clinical documents: An initial study
    • Jan-Feb
    • Chen E.S., Hripcsak G., Xu H., Markatou M., and Friedman C. Automated acquisition of disease drug knowledge from biomedical and clinical documents: An initial study. J Am Med Inform Assoc 15 1 (2008) 87-98 Jan-Feb
    • (2008) J Am Med Inform Assoc , vol.15 , Issue.1 , pp. 87-98
    • Chen, E.S.1    Hripcsak, G.2    Xu, H.3    Markatou, M.4    Friedman, C.5
  • 49
    • 65349103126 scopus 로고    scopus 로고
    • Accessed 3/21/09
    • http://www.nlm.nih.gov/research/umls/ Accessed 3/21/09
  • 50
    • 65349180362 scopus 로고    scopus 로고
    • Accessed 3/21/09
    • http://www.micromedex.com/ Accessed 3/21/09
  • 51
    • 56149119736 scopus 로고    scopus 로고
    • Detection of practice pattern trends through natural language processing of clinical narratives and biomedical literature
    • Chen E., Stetson P.D., Lussier Y.A., et al. Detection of practice pattern trends through natural language processing of clinical narratives and biomedical literature. AMIA Annu Symp Proc 11 (2007) 120-124
    • (2007) AMIA Annu Symp Proc , vol.11 , pp. 120-124
    • Chen, E.1    Stetson, P.D.2    Lussier, Y.A.3
  • 52
    • 70349871732 scopus 로고    scopus 로고
    • Characterizing environmental and phenotypic associations using information theory and electronic health records
    • Wang X., Hripcsak G., and Friedman C. Characterizing environmental and phenotypic associations using information theory and electronic health records. AMIA Summit on Translational BioInformatics (2009)
    • (2009) AMIA Summit on Translational BioInformatics
    • Wang, X.1    Hripcsak, G.2    Friedman, C.3
  • 54
    • 0024815699 scopus 로고
    • Creation of realistic appearing simulated patient cases using the internist-1/QMR knowledge base and interrelationship properties of manifestations
    • Nov
    • Parker R.C., and Miller R.A. Creation of realistic appearing simulated patient cases using the internist-1/QMR knowledge base and interrelationship properties of manifestations. Methods Inf Med 28 4 (1989) 346-351 Nov
    • (1989) Methods Inf Med , vol.28 , Issue.4 , pp. 346-351
    • Parker, R.C.1    Miller, R.A.2
  • 55
    • 3042609851 scopus 로고    scopus 로고
    • Using MedDRA: Implications for risk management
    • Brown E.G. Using MedDRA: Implications for risk management. Drug Saf 27 8 (2004) 591-602
    • (2004) Drug Saf , vol.27 , Issue.8 , pp. 591-602
    • Brown, E.G.1
  • 56
    • 22544439665 scopus 로고    scopus 로고
    • Implementation of automated signal generation in pharmacovigilance using a knowledge-based approach
    • Aug
    • Bousquet C., Henegar C., LouetAL D.P., and Jaulent M.C. Implementation of automated signal generation in pharmacovigilance using a knowledge-based approach. Int J Med Inform 74 7-8 (2005) 563-571 Aug
    • (2005) Int J Med Inform , vol.74 , Issue.7-8 , pp. 563-571
    • Bousquet, C.1    Henegar, C.2    LouetAL, D.P.3    Jaulent, M.C.4
  • 57
    • 2942677470 scopus 로고    scopus 로고
    • Accounting for multiplicities in assessing drug safety: A three-level hierarchical mixture model
    • Jun
    • Berry S.M., and Berry D.A. Accounting for multiplicities in assessing drug safety: A three-level hierarchical mixture model. Biometrics 60 2 (2004) 418-426 Jun
    • (2004) Biometrics , vol.60 , Issue.2 , pp. 418-426
    • Berry, S.M.1    Berry, D.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.