Safety surveillance of longitudinal databases: methodological considerations

被引:15
作者
Noren, G. Niklas [1 ,3 ]
Hopstadius, Johan [1 ]
Bate, Andrew [2 ,4 ,5 ]
Edwards, I. Ralph [1 ]
机构
[1] WHO Collaborating Ctr Int Drug Monitoring, Uppsala Monitoring Ctr, S-75140 Uppsala, Sweden
[2] Pfizer Inc, New York, NY USA
[3] Stockholm Univ, Dept Math, S-10691 Stockholm, Sweden
[4] Brunel Univ, Sch Informat Syst Comp & Math, London, England
[5] NYU, Dept Clin Pharmacol, New York, NY USA
关键词
SIGNAL-DETECTION; RECORDS;
D O I
10.1002/pds.2151
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
引用
收藏
页码:714 / 717
页数:4
相关论文
共 9 条
[1]   Adaptation of Bayesian data mining algorithms to longitudinal claims data - Coxib safety as an example [J].
Curtis, Jeffrey R. ;
Cheng, Hong ;
Delzell, Elizabeth ;
Fram, David ;
Kilgore, Meredith ;
Saag, Kenneth ;
Yun, Huifeng ;
DuMouchel, William .
MEDICAL CARE, 2008, 46 (09) :969-975
[2]   Mining unexpected temporal associations: Applications in detecting adverse drug reactions [J].
Jin, Huidong ;
Chen, Jie ;
He, Hongxing ;
Williams, Graham J. ;
Kelman, Chris ;
O'Keefe, Christine M. .
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2008, 12 (04) :488-500
[3]   Temporal pattern discovery in longitudinal electronic patient records [J].
Noren, G. Niklas ;
Hopstadius, Johan ;
Bate, Andrew ;
Star, Kristina ;
Edwards, I. Ralph .
DATA MINING AND KNOWLEDGE DISCOVERY, 2010, 20 (03) :361-387
[4]  
Noren G.Niklas., 2008, KDD '08: Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, P963, DOI [10.1145/1401890.1402005, DOI 10.1145/1401890.1402005]
[5]   Automated Surveillance to Detect Postprocedure Safety Signals of Approved Cardiovascular Devices [J].
Resnic, Frederic S. ;
Gross, Thomas P. ;
Marinac-Dabic, Danica ;
Loyo-Berrios, Nilsa ;
Donnelly, Sharon ;
Normand, Sharon-Lise T. ;
Matheny, Michael E. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2010, 304 (18) :2019-2027
[6]   Methods for drug safety signal detection in longitudinal observational databases: LGPS and LEOPARD [J].
Schuemie, Martijn J. .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2011, 20 (03) :292-299
[7]   Pneumonia following antipsychotic prescriptions in electronic health records: a patient safety concern? [J].
Star, Kristina ;
Bate, Andrew ;
Meyboom, Ronald H. B. ;
Edwards, I. Ralph .
BRITISH JOURNAL OF GENERAL PRACTICE, 2010, 60 (579) :e385-e394
[8]   Temporal Data Mining for Adverse Events Following Immunization in Nationwide Danish Healthcare Databases [J].
Svanstrom, Henrik ;
Callreus, Torbjorn ;
Hviid, Anders .
DRUG SAFETY, 2010, 33 (11) :1015-1025
[9]   Signal detection for vaccine side effects that have not been specified in advance [J].
Walker, Alexander M. .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2010, 19 (03) :311-317