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Volumn 15, Issue 6, 2011, Pages 823-830

Data mining to generate adverse drug events detection rules

Author keywords

Adverse drug events (ADEs); data mining; decision trees; electronic health records; patient safety

Indexed keywords

DECISION TREES; DIAGNOSIS; FORESTRY; HOSPITALS; TREES (MATHEMATICS);

EID: 82155163749     PISSN: 10897771     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITB.2011.2165727     Document Type: Article
Times cited : (53)

References (47)
  • 2
    • 33750328584 scopus 로고    scopus 로고
    • Institute of Medicine. Washington DC: Natl. Acad
    • Institute of Medicine, Preventing Medication Errors. Washington, DC: Natl. Acad., 2007.
    • (2007) Preventing Medication Errors
  • 3
    • 0034090289 scopus 로고    scopus 로고
    • Identifying drug safety issues: From research to practice
    • Feb
    • T. K. Gandhi, D. L. Seger, and D. W. Bates, "Identifying drug safety issues: From research to practice" Int. J. Qual. Health Care, vol. 12, no. 1, pp. 69-76, Feb. 2000.
    • (2000) Int. J. Qual. Health Care , vol.12 , Issue.1 , pp. 69-76
    • Gandhi, T.K.1    Seger, D.L.2    Bates, D.W.3
  • 5
    • 4043084862 scopus 로고    scopus 로고
    • Adverse drug events and medication errors: Detection and classification methods
    • Aug
    • T. Morimoto, T. K. Gandhi, A. C. Seger, T. C. Hsieh, and D. W. Bates, "Adverse drug events and medication errors: Detection and classification methods" Qual. Saf. Health Care, vol. 13, no. 4, pp. 306-314, Aug. 2004.
    • (2004) Qual. Saf. Health Care , vol.13 , Issue.4 , pp. 306-314
    • Morimoto, T.1    Gandhi, T.K.2    Seger, A.C.3    Hsieh, T.C.4    Bates, D.W.5
  • 7
    • 0141484568 scopus 로고    scopus 로고
    • Detecting adverse events for patient safety research: A review of current methodologies
    • Feb./Apr
    • H. J.Murff, V. L. Patel, G. Hripcsak, and D.W. Bates, "Detecting adverse events for patient safety research: A review of current methodologies" J. Biomed. Inf., vol. 36, no. 1-2, pp. 131-143, Feb./Apr. 2003.
    • (2003) J. Biomed. Inf. , vol.36 , Issue.1-2 , pp. 131-143
    • Murff, H.J.1    Patel, V.L.2    Hripcsak, G.3    Bates, D.W.4
  • 8
    • 34247115078 scopus 로고    scopus 로고
    • Using trigger phrases to detect adverse drug reactions in ambulatory care notes
    • Apr
    • M. N. Cantor, H. J. Feldman, and M. M. Triola, "Using trigger phrases to detect adverse drug reactions in ambulatory care notes" Qual. Saf. Health Care, vol. 16, no. 2, pp. 132-134, Apr. 2007.
    • (2007) Qual. Saf. Health Care , vol.16 , Issue.2 , pp. 132-134
    • Cantor, M.N.1    Feldman, H.J.2    Triola, M.M.3
  • 10
    • 21544453050 scopus 로고    scopus 로고
    • Automated detection of adverse events using natural language processing of discharge summaries
    • Jul./Aug
    • G. B. Melton and G. Hripcsak, "Automated detection of adverse events using natural language processing of discharge summaries" J. Am. Med. Inf. Assoc., vol. 12, no. 4, pp. 448-457, Jul./Aug. 2005.
    • (2005) J. Am. Med. Inf. Assoc. , vol.12 , Issue.4 , pp. 448-457
    • Melton, G.B.1    Hripcsak, G.2
  • 14
    • 33645214423 scopus 로고    scopus 로고
    • Data mining in spontaneous reports
    • Mar
    • A. Bate and I. R. Edwards, "Data mining in spontaneous reports" Basic Clin. Pharmacol. Toxicol., vol. 98, no. 3, pp. 324-330, Mar. 2006.
    • (2006) Basic Clin. Pharmacol. Toxicol. , vol.98 , Issue.3 , pp. 324-330
    • Bate, A.1    Edwards, I.R.2
  • 16
    • 0035912544 scopus 로고    scopus 로고
    • Antipsychotic drugs and heart muscle disorder in international pharmacovigilance: Data mining study
    • May
    • D. M. Coulter, A. Bate, R. H. Meyboom, M. Lindquist, and I. R. Edwards, "Antipsychotic drugs and heart muscle disorder in international pharmacovigilance: Data mining study" BioMed. J., vol. 322, no. 7296, pp. 1207-1209, May 2001.
    • (2001) BioMed.J. , vol.322 , Issue.7296 , pp. 1207-1209
    • Coulter, D.M.1    Bate, A.2    Meyboom, R.H.3    Lindquist, M.4    Edwards, I.R.5
  • 17
    • 24344486667 scopus 로고    scopus 로고
    • Data mining in pharmacovigilance: The need for a balanced perspective
    • M. Hauben, V. Patadia, C. Gerrits, L. Walsh, and L. Reich, "Data mining in pharmacovigilance: The need for a balanced perspective" Drug Safety, vol. 28, no. 10, pp. 835-842, 2005.
    • (2005) Drug Safety , vol.28 , Issue.10 , pp. 835-842
    • Hauben, M.1    Patadia, V.2    Gerrits, C.3    Walsh, L.4    Reich, L.5
  • 20
    • 0034571812 scopus 로고    scopus 로고
    • Comparison of two knowledge bases on the detection of drug-drug interactions
    • G. D. Fiol, B. H. Rocha, G. J. Kuperman, D. W. Bates, and P. Nohama, "Comparison of two knowledge bases on the detection of drug-drug interactions" in Proc AMIA Symp., 2000, pp. 171-175.
    • (2000) Proc AMIA Symp , pp. 171-175
    • Fiol, G.D.1    Rocha, B.H.2    Kuperman, G.J.3    Bates, D.W.4    Nohama, P.5
  • 24
    • 67649378445 scopus 로고    scopus 로고
    • What evidence supports the use of computerized alerts and prompts to improve clinicians' prescribing behavior?
    • A. Schedlbauer, V. Prasad, C. Mulvaney, S. Phansalkar, W. Stanton, D.W. Bates, and A. J. Avery, "What evidence supports the use of computerized alerts and prompts to improve clinicians' prescribing behavior?" J. Am. Med. Inf. Assoc., vol. 16, no. 4, pp. 531-538, 2009.
    • (2009) J. Am. Med. Inf. Assoc. , vol.16 , Issue.4 , pp. 531-538
    • Schedlbauer, A.1    Prasad, V.2    Mulvaney, C.3    Phansalkar, S.4    Stanton, W.5    Bates, D.W.6    Avery, A.J.7
  • 25
    • 0033041816 scopus 로고    scopus 로고
    • The Brigham integrated computing system (BICS): Advanced clinical systems in an academic hospital environment
    • J. M. Teich, J. P. Glaser, R. F. Beckley, M. Aranow, D. W. Bates, G. J. Kuperman, M. E. Ward, and C. D. Spurr, "The Brigham integrated computing system (BICS): Advanced clinical systems in an academic hospital environment" Int. J. Med. Inf., vol. 54, no. 3, pp. 197-208, 1999.
    • (1999) Int. J. Med. Inf. , vol.54 , Issue.3 , pp. 197-208
    • Teich, J.M.1    Glaser, J.P.2    Beckley, R.F.3    Aranow, M.4    Bates, D.W.5    Kuperman, G.J.6    Ward, M.E.7    Spurr, C.D.8
  • 29
    • 34250709138 scopus 로고    scopus 로고
    • A systematic review of the performance characteristics of clinical eventmonitor signals used to detect adverse drug events in the hospital setting
    • Jul./Aug
    • S. M. Handler, R. L. Altman, S. Perera, J. T. Hanlon, S. A. Studenski, J. E. Bost, M. I. Saul, and D. B. Fridsma, "A systematic review of the performance characteristics of clinical eventmonitor signals used to detect adverse drug events in the hospital setting" J. Am. Med. Inf. Assoc., vol. 14, no. 4, pp. 451-458, Jul./Aug. 2007.
    • (2007) J. Am. Med. Inf. Assoc. , vol.14 , Issue.4 , pp. 451-458
    • Handler, S.M.1    Altman, R.L.2    Perera, S.3    Hanlon, J.T.4    Studenski, S.A.5    Bost, J.E.6    Saul, M.I.7    Fridsma, D.B.8
  • 32
    • 82155176539 scopus 로고    scopus 로고
    • [Online] Available at
    • [Online] Available at http://www.psip-project.eu.
  • 34
    • 0002433547 scopus 로고    scopus 로고
    • From data mining to knowledge discovery: An overview
    • Menlo Park, CA: Amer. Assoc. Artif. Intell
    • U. Fayyad, G. Piatetsky-Shapiro, and P. Smyth, "From data mining to knowledge discovery: An overview" in Knowledge Discovery and Data Mining. Menlo Park, CA: Amer. Assoc. Artif. Intell., 1996.
    • (1996) Knowledge Discovery and Data Mining
    • Fayyad, U.1    Piatetsky-Shapiro, G.2    Smyth, P.3
  • 35
    • 0032895111 scopus 로고    scopus 로고
    • Selected techniques for data mining in medicine
    • May
    • N. Lavrac, "Selected techniques for data mining in medicine" Artif. Intell. Med., vol. 16, no. 1, pp. 3-23, May 1999.
    • (1999) Artif. Intell. Med. , vol.16 , Issue.1 , pp. 3-23
    • Lavrac, N.1
  • 40
    • 82155168902 scopus 로고    scopus 로고
    • R-Development-Core-Team. R: A Language and Environment for Statistical Computing. Vienna Austria: R Foundation Statistical Comput
    • R-Development-Core-Team. R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation Statistical Comput., 2008.
    • (2008)
  • 41
    • 0027621699 scopus 로고
    • Mining association rules between sets of items in large databases
    • Washington, DC, May
    • R. Agrawal, T. Imielinski, and A. Swami, "Mining association rules between sets of items in large databases" in Proc. ACM SIGMOD Int. Conf. Manage. Data, Washington, DC, May1993, pp. 207-216.
    • (1993) Proc ACM SIGMOD Int. Conf. Manage. Data , pp. 207-216
    • Agrawal, R.1    Imielinski, T.2    Swami, A.3
  • 42
    • 71749101128 scopus 로고    scopus 로고
    • Adverse drug events prevention rules: Multi-site evaluation of rules from various sources
    • E. Chazard, G. Ficheur, B. Merlin, E. Serrot, and R. Beuscart, "Adverse drug events prevention rules: Multi-site evaluation of rules from various sources" Stud. Health Technol. Informat., vol. 148, pp. 102-111, 2009.
    • (2009) Stud. Health Technol. Informat. , vol.148 , pp. 102-111
    • Chazard, E.1    Ficheur, G.2    Merlin, B.3    Serrot, E.4    Beuscart, R.5
  • 44
    • 34548083516 scopus 로고    scopus 로고
    • Data mining with temporal abstractions: Learning rules from time series
    • L. Sacchi, C. Larizza, C. Combi, and R. Bellazzi, "Data mining with temporal abstractions: Learning rules from time series" Data Mining Knowl. Discov., vol. 15, pp. 217-247, 2007.
    • (2007) Data Mining Knowl. Discov. , vol.15 , pp. 217-247
    • Sacchi, L.1    Larizza, C.2    Combi, C.3    Bellazzi, R.4
  • 45
    • 84897375957 scopus 로고    scopus 로고
    • An approach to discovering temporal association rules
    • J. M. Ale and G. H. Rossi, "An approach to discovering temporal association rules" in Proc. ACM Symp. Appl. Comput., 2000, pp. 294-300.
    • (2000) Proc ACM Symp. Appl. Comput , pp. 294-300
    • Ale, J.M.1    Rossi, G.H.2
  • 46
    • 33845455091 scopus 로고    scopus 로고
    • Temporal abstraction in intelligent clinical data analysis: A survey
    • M. Stacey and C. McGregor, "Temporal abstraction in intelligent clinical data analysis: A survey" Arif. Intell. Med., vol. 39, pp. 1-24, 2007.
    • (2007) Arif. Intell. Med. , vol.39 , pp. 1-24
    • Stacey, M.1    McGregor, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.