{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,21]],"date-time":"2026-03-21T19:25:08Z","timestamp":1774121108113,"version":"3.50.1"},"reference-count":116,"publisher":"Oxford University Press (OUP)","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013,5,1]]},"DOI":"10.1136\/amiajnl-2011-000735","type":"journal-article","created":{"date-parts":[[2012,8,8]],"date-time":"2012-08-08T03:49:49Z","timestamp":1344397789000},"page":"453-461","source":"Crossref","is-referenced-by-count":44,"title":["A secure distributed logistic regression protocol for the detection of rare adverse drug events"],"prefix":"10.1093","volume":"20","author":[{"given":"Khaled","family":"El Emam","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Saeed","family":"Samet","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luk","family":"Arbuckle","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robyn","family":"Tamblyn","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Craig","family":"Earle","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Murat","family":"Kantarcioglu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"286","published-online":{"date-parts":[[2012,8,7]]},"reference":[{"key":"key\n\t\t\t\t20170522124529_R1","doi-asserted-by":"crossref","first-page":"919","DOI":"10.2146\/ajhp100068","article-title":"Projecting future drug expenditures","volume":"67","year":"2010","journal-title":"Am J Health Syst Pharm"},{"key":"key\n\t\t\t\t20170522124529_R2","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1126\/science.307.5707.196","article-title":"Gaps in the safety Net","volume":"307","year":"2005","journal-title":"Science"},{"key":"key\n\t\t\t\t20170522124529_R3","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1208\/s12248-007-9004-5","article-title":"Informatic tools and approaches in postmarketing pharmacovigilance used by FDA","volume":"10","year":"2008","journal-title":"AAPS J"},{"key":"key\n\t\t\t\t20170522124529_R4","doi-asserted-by":"crossref","first-page":"565","DOI":"10.1185\/030079905X41426","article-title":"Post-marketing surveillance: a UK\/European perspective","volume":"21","year":"2005","journal-title":"Curr Med Res Opin"},{"key":"key\n\t\t\t\t20170522124529_R5","doi-asserted-by":"crossref","first-page":"1858","DOI":"10.1001\/jama.296.15.1858","article-title":"National surveillance of emergency department visits for outpatient adverse drug events","volume":"296","year":"2006","journal-title":"JAMA"},{"key":"key\n\t\t\t\t20170522124529_R6","doi-asserted-by":"crossref","first-page":"645","DOI":"10.1056\/NEJMp0905338","article-title":"The new Sentinel Network\u2013improving the evidence of medical-product safety","volume":"361","year":"2009","journal-title":"N Engl J Med"},{"key":"key\n\t\t\t\t20170522124529_R7","volume-title":"The Canadian Rx Atlas","year":"2005"},{"key":"key\n\t\t\t\t20170522124529_R8","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1001\/archinte.166.3.338","article-title":"Adherence to black box warnings for prescription medications in outpatients","volume":"166","year":"2006","journal-title":"Arch Intern Med"},{"key":"key\n\t\t\t\t20170522124529_R9","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1056\/NEJMsb053432","article-title":"Reform of drug regulation\u2013beyond an independent drug-safety board","volume":"354","year":"2006","journal-title":"N Engl J Med"},{"key":"key\n\t\t\t\t20170522124529_R10","doi-asserted-by":"crossref","first-page":"2576","DOI":"10.1056\/NEJMp058136","article-title":"The lessons of Vioxx\u2013drug safety and sales","volume":"352","year":"2005","journal-title":"N Engl J Med"},{"key":"key\n\t\t\t\t20170522124529_R11","first-page":"175","volume-title":"Spontaneous Reporting Systems outside the US, in Pharmacoepidemiology","year":"2000","edition":"3rd edn"},{"key":"key\n\t\t\t\t20170522124529_R12","doi-asserted-by":"crossref","first-page":"1728","DOI":"10.1001\/jama.281.18.1728","article-title":"The safety of newly approved medicines: do recent market removals mean there is a problem?","volume":"281","year":"1999","journal-title":"JAMA"},{"key":"key\n\t\t\t\t20170522124529_R13","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1136\/bmj.302.6770.223","article-title":"Study of United Kingdom product licence applications containing new active substances, 1987\u20139","volume":"302","year":"1991","journal-title":"BMJ"},{"key":"key\n\t\t\t\t20170522124529_R14","doi-asserted-by":"crossref","first-page":"1021","DOI":"10.1001\/archinte.166.9.1021","article-title":"Off-label prescribing among office-based physicians","volume":"166","year":"2006","journal-title":"Arch Intern Med"},{"key":"key\n\t\t\t\t20170522124529_R15","doi-asserted-by":"crossref","first-page":"475","DOI":"10.1016\/0002-9343(85)90341-9","article-title":"Post-marketing studies of drug efficacy: why?","volume":"78","year":"1985","journal-title":"Am J Med"},{"key":"key\n\t\t\t\t20170522124529_R16","doi-asserted-by":"crossref","first-page":"946","DOI":"10.1093\/clinids\/18.6.946","article-title":"Temafloxacin syndrome: review of 95 cases","volume":"18","year":"1994","journal-title":"Clin Infect Dis"},{"key":"key\n\t\t\t\t20170522124529_R17","doi-asserted-by":"crossref","first-page":"738","DOI":"10.1016\/S0011-393X(01)80080-1","article-title":"Active surveillance systems for pediatric adverse drug reactions: an idea whose time has come","volume":"62","year":"2001","journal-title":"Curr Ther Res"},{"key":"key\n\t\t\t\t20170522124529_R18","first-page":"151","volume-title":"Spontaneous Reporting Systems in the US, in Pharmacoepidemiology","year":"2000","edition":"3rd edn"},{"key":"key\n\t\t\t\t20170522124529_R19","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1177\/014107689108400612","article-title":"Spontaneous adverse drug reaction reporting vs event monitoring: a comparison","volume":"84","year":"1991","journal-title":"J R Soc Med"},{"key":"key\n\t\t\t\t20170522124529_R20","doi-asserted-by":"crossref","first-page":"865","DOI":"10.1056\/NEJMp0911494","article-title":"The missing voice of patients in drug-safety reporting","volume":"362","year":"2010","journal-title":"N Engl J Med"},{"key":"key\n\t\t\t\t20170522124529_R21","article-title":"In Reporting symptoms, Don't patients Know Best?","year":"2010","journal-title":"New York times"},{"key":"key\n\t\t\t\t20170522124529_R22","doi-asserted-by":"crossref","first-page":"1064","DOI":"10.1001\/archinternmed.2010.167","article-title":"Influence of physicians' management and communication ability on patients' persistence with antihypertensive medication","volume":"170","year":"2010","journal-title":"Arch Intern Med"},{"key":"key\n\t\t\t\t20170522124529_R23","first-page":"231","volume-title":"Prescription-event Monitoring, in Pharmacoepidemiology","year":"2000","edition":"3rd edn"},{"key":"key\n\t\t\t\t20170522124529_R24","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1002\/pds.690","article-title":"Results of a postal survey of the reasons for non-response by doctors in a Prescription Event Monitoring study of drug safety","volume":"11","year":"2002","journal-title":"Pharmacoepidemiol Drug Saf"},{"key":"key\n\t\t\t\t20170522124529_R25","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1046\/j.1365-2125.2000.00229.x","article-title":"The incidence of adverse events and risk factors for upper gastrointestinal disorders associated with meloxicam use amongst 19,087 patients in general practice in England: cohort study","volume":"50","year":"2000","journal-title":"Br J Clin Pharmacol"},{"key":"key\n\t\t\t\t20170522124529_R26","doi-asserted-by":"crossref","first-page":"248","DOI":"10.1017\/S0950268807008461","article-title":"Under-reporting of infectious gastrointestinal illness in British Columbia, Canada: who is counted in provincial communicable disease statistics?","volume":"136","year":"2008","journal-title":"Epidemiol Infect"},{"key":"key\n\t\t\t\t20170522124529_R27","doi-asserted-by":"crossref","first-page":"454","DOI":"10.1186\/1471-2458-11-454","article-title":"Physician privacy concerns when disclosing patient data for public health Purposes during a pandemic influenza Outbreak","volume":"11","year":"2011","journal-title":"BMC Public Health"},{"key":"key\n\t\t\t\t20170522124529_R28","doi-asserted-by":"crossref","first-page":"1845","DOI":"10.1001\/jama.282.19.1845","article-title":"Statewide system of electronic notifiable diseases reporting from clinical laboratories","volume":"282","year":"1999","journal-title":"JAMA"},{"key":"key\n\t\t\t\t20170522124529_R29","first-page":"141","article-title":"Implementing syndromic surveillance: a practical guide informed by the early experience","volume":"11","year":"2004","journal-title":"J Am Med Inform Assoc"},{"key":"key\n\t\t\t\t20170522124529_R30","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1186\/1471-2458-5-141","article-title":"An automated, broad-based, near real-time public health surveillance system using presentations to hospital Emergency Departments in New South Wales, Australia","volume":"5","year":"2005","journal-title":"BMC Public Health"},{"key":"key\n\t\t\t\t20170522124529_R31","doi-asserted-by":"crossref","first-page":"344","DOI":"10.2105\/AJPH.2006.092700","article-title":"A comparison of the completeness and timeliness of automated electronic laboratory reporting and spontaneous reporting of notifiable conditions","volume":"98","year":"2008","journal-title":"Am J Public Health"},{"key":"key\n\t\t\t\t20170522124529_R32","volume-title":"Post-marketing Pharmacosurveillance In Canada","year":"2005"},{"key":"key\n\t\t\t\t20170522124529_R33","doi-asserted-by":"crossref","first-page":"1152","DOI":"10.1345\/aph.18117","article-title":"Validation of an electronic, population-based prescription database","volume":"32","year":"1998","journal-title":"Ann Pharmacother"},{"key":"key\n\t\t\t\t20170522124529_R34","first-page":"67","article-title":"Coding accuracy of administrative drug claims in the Ontario Drug Benefit database","volume":"10","year":"2003","journal-title":"Can J Clin Pharmacol"},{"key":"key\n\t\t\t\t20170522124529_R35","doi-asserted-by":"crossref","first-page":"999","DOI":"10.1016\/0895-4356(94)00234-H","article-title":"The use of prescription claims databases in pharmacoepidemiological research: the accuracy and comprehensiveness of the prescription claims database in Quebec","volume":"48","year":"1995","journal-title":"J Clin Epidemiol"},{"key":"key\n\t\t\t\t20170522124529_R36","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1016\/S0895-4356(03)00246-4","article-title":"Validation of diagnostic codes within medical services claims","volume":"57","year":"2004","journal-title":"J Clin Epidemiol"},{"key":"key\n\t\t\t\t20170522124529_R37","first-page":"687","article-title":"Long-term use of thiazide diuretics and risk of hip fracture","volume":"1","year":"1989","journal-title":"Lancet"},{"key":"key\n\t\t\t\t20170522124529_R38","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1016\/0895-4356(88)90007-8","article-title":"Fatal upper gastrointestinal hemorrhage or perforation among users and nonusers of nonsteroidal anti-inflammatory drugs in Saskatchewan, Canada 1983","volume":"41","year":"1988","journal-title":"J Clin Epidemiol"},{"key":"key\n\t\t\t\t20170522124529_R39","doi-asserted-by":"crossref","first-page":"1352","DOI":"10.1056\/NEJMoa055191","article-title":"Outpatient gatifloxacin therapy and dysglycemia in older adults","volume":"354","year":"2006","journal-title":"N Engl J Med"},{"key":"key\n\t\t\t\t20170522124529_R40","doi-asserted-by":"crossref","first-page":"501","DOI":"10.1056\/NEJM199202203260801","article-title":"The use of beta-agonists and the risk of death and near death from asthma","volume":"326","year":"1992","journal-title":"N Engl J Med"},{"key":"key\n\t\t\t\t20170522124529_R41","doi-asserted-by":"crossref","first-page":"1436","DOI":"10.1377\/hlthaff.25.5.1436","article-title":"Using pharmacoepidemiology to inform drug coverage policy: initial lessons from a two-province collaborative","volume":"25","year":"2006","journal-title":"Health Aff (Millwood)"},{"key":"key\n\t\t\t\t20170522124529_R42","doi-asserted-by":"crossref","first-page":"w1171","DOI":"10.1377\/hlthaff.28.6.w1171","article-title":"A survey of primary care physicians in eleven countries, 2009: perspectives on care, costs, and experiences","volume":"28","year":"2009","journal-title":"Health Aff (Millwood)"},{"key":"key\n\t\t\t\t20170522124529_R43","doi-asserted-by":"crossref","first-page":"848","DOI":"10.1016\/j.ijmedinf.2008.06.007","article-title":"The use of health information technology in seven nations","volume":"77","year":"2008","journal-title":"Int J Med Inform"},{"key":"key\n\t\t\t\t20170522124529_R44","doi-asserted-by":"crossref","first-page":"w555","DOI":"10.1377\/hlthaff.25.w555","article-title":"On the front lines of care: primary care doctors' office systems, experiences, and views in seven countries","volume":"25","year":"2006","journal-title":"Health Aff (Millwood)"},{"key":"key\n\t\t\t\t20170522124529_R45","doi-asserted-by":"crossref","first-page":"E25","DOI":"10.1503\/cmaj.090529","article-title":"Canada lags US in adoption of e-prescribing","volume":"180","year":"2009","journal-title":"CMAJ"},{"key":"key\n\t\t\t\t20170522124529_R46","doi-asserted-by":"crossref","first-page":"460","DOI":"10.1136\/bmj.322.7284.460","article-title":"Mumps, measles, and rubella vaccine and the incidence of autism recorded by general practitioners: a time trend analysis","volume":"322","year":"2001","journal-title":"BMJ"},{"key":"key\n\t\t\t\t20170522124529_R47","doi-asserted-by":"crossref","first-page":"c2197","DOI":"10.1136\/bmj.c2197","article-title":"Unintended effects of statins in men and women in England and Wales: population based cohort study using the QResearch database","volume":"340","year":"2010","journal-title":"BMJ"},{"key":"key\n\t\t\t\t20170522124529_R48","doi-asserted-by":"crossref","first-page":"938","DOI":"10.1377\/hlthaff.24.4.938","article-title":"Opening Pandora's pillbox: using modern information tools to improve drug safety","volume":"24","year":"2005","journal-title":"Health Aff (Millwood)"},{"key":"key\n\t\t\t\t20170522124529_R49","doi-asserted-by":"crossref","first-page":"2127","DOI":"10.1185\/03007995.2010.504396","article-title":"Initial nonadherence, primary failure and therapeutic success of metformin monotherapy in clinical practice","volume":"26","year":"2010","journal-title":"Curr Med Res Opin"},{"key":"key\n\t\t\t\t20170522124529_R50","doi-asserted-by":"crossref","first-page":"4120","DOI":"10.1200\/JCO.2009.25.9655","article-title":"Early discontinuation and nonadherence to adjuvant hormonal therapy in a cohort of 8,769 early-stage breast cancer patients","volume":"28","year":"2010","journal-title":"J Clin Oncol"},{"key":"key\n\t\t\t\t20170522124529_R51","doi-asserted-by":"crossref","first-page":"1049","DOI":"10.1002\/pds.1985","article-title":"Predictors of alternative antidepressant agent initiation among U. S. veterans diagnosed with depression","volume":"19","year":"2010","journal-title":"Pharmacoepidemiol Drug Saf"},{"key":"key\n\t\t\t\t20170522124529_R52","first-page":"101","article-title":"Associations of disease activity and treatments with mortality in men with rheumatoid arthritis: results from the VARA registry","volume":"50","year":"2010","journal-title":"Rheumatology"},{"key":"key\n\t\t\t\t20170522124529_R53","doi-asserted-by":"crossref","first-page":"1473","DOI":"10.1001\/jama.1996.03540180029029","article-title":"Persons with chronic conditions. Their prevalence and costs","volume":"276","year":"1996","journal-title":"JAMA"},{"key":"key\n\t\t\t\t20170522124529_R54","doi-asserted-by":"crossref","first-page":"1021","DOI":"10.1093\/rheumatology\/kep112","article-title":"Can rheumatoid arthritis responsiveness to methotrexate and biologics be predicted?","volume":"48","year":"2009","journal-title":"Rheumatology (Oxford)"},{"key":"key\n\t\t\t\t20170522124529_R55","doi-asserted-by":"crossref","first-page":"939","DOI":"10.1136\/hrt.2010.199034","article-title":"Individualising the risks of statins in men and women in England and Wales: population-based cohort study","volume":"96","year":"2010","journal-title":"Heart"},{"key":"key\n\t\t\t\t20170522124529_R56","doi-asserted-by":"crossref","first-page":"487","DOI":"10.1126\/science.286.5439.487","article-title":"Pharmacogenomics: translating functional genomics into rational therapeutics","volume":"286","year":"1999","journal-title":"Science"},{"key":"key\n\t\t\t\t20170522124529_R57","doi-asserted-by":"crossref","first-page":"780","DOI":"10.1176\/appi.ajp.161.5.780","article-title":"Pharmacogenetics of psychotropic drug response","volume":"161","year":"2004","journal-title":"Am J Psychiatry"},{"key":"key\n\t\t\t\t20170522124529_R58","doi-asserted-by":"crossref","first-page":"1137","DOI":"10.1002\/pds.1642","article-title":"Potential population-based electronic data sources for rapid pandemic influenza vaccine adverse event detection: a survey of health plans","volume":"17","year":"2008","journal-title":"Pharmacoepidemiol Drug Saf"},{"key":"key\n\t\t\t\t20170522124529_R59","first-page":"171","article-title":"Using electronic health information for pharmacovigilance: the promise and the pitfalls","volume":"2","year":"2009","journal-title":"J Health Life Sci Law"},{"key":"key\n\t\t\t\t20170522124529_R60","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1002\/pds.2053","article-title":"Combining electronic healthcare databases in Europe to allow for large-scale drug safety monitoring: the EU-ADR project","volume":"20","year":"2011","journal-title":"Pharmacoepidemiol Drug Saf"},{"key":"key\n\t\t\t\t20170522124529_R61","doi-asserted-by":"crossref","first-page":"1226","DOI":"10.1002\/pds.1675","article-title":"A distributed research network model for post-marketing safety studies: the Meningococcal Vaccine Study","volume":"17","year":"2008","journal-title":"Pharmacoepidemiol Drug Saf"},{"key":"key\n\t\t\t\t20170522124529_R62","doi-asserted-by":"crossref","first-page":"1043","DOI":"10.1586\/14779072.6.8.1043","article-title":"Creating a research data network for cardiovascular disease: the CVRN","volume":"6","year":"2008","journal-title":"Expert Rev Cardiovasc Ther"},{"key":"key\n\t\t\t\t20170522124529_R63","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1016\/S0895-4356(01)00414-0","article-title":"A comparison of Summary patient-level covariates in meta-regression with individual patient data meta-analysis","volume":"55","year":"2002","journal-title":"J Clin Epidemiol"},{"key":"key\n\t\t\t\t20170522124529_R64","doi-asserted-by":"crossref","first-page":"848","DOI":"10.1002\/pds.1867","article-title":"Multivariate-adjusted pharmacoepidemiologic analyses of confidential information pooled from multiple health care utilization databases","volume":"19","year":"2010","journal-title":"Pharmacoepidemiol Drug Saf"},{"issue":"6 Suppl","key":"key\n\t\t\t\t20170522124529_R65","first-page":"S83","article-title":"Privacy-maintaining propensity score-based pooling of multiple databases applied to a study of biologics","volume":"48","year":"2010","journal-title":"Med Care"},{"key":"key\n\t\t\t\t20170522124529_R66","first-page":"222","article-title":"Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification","volume-title":"Proceedings of the Fourth SIAM International Conference on Data Mining","year":"2004"},{"key":"key\n\t\t\t\t20170522124529_R67","doi-asserted-by":"crossref","first-page":"1372","DOI":"10.1093\/ije\/dyq111","article-title":"DataSHIELD: resolving a conflict in contemporary bioscience\u2014performing a pooled analysis of individual-level data without sharing the data","volume":"39","year":"2010","journal-title":"Int J Epidemiol"},{"key":"key\n\t\t\t\t20170522124529_R68","doi-asserted-by":"crossref","first-page":"208","DOI":"10.1016\/j.cmpb.2008.04.001","article-title":"Remote access methods for exploratory data analysis and statistical modelling: privacy-preserving analytics","volume":"91","year":"2008","journal-title":"Comput Methods Programs Biomed"},{"key":"key\n\t\t\t\t20170522124529_R69","first-page":"12","article-title":"New approaches to data dissemination: a glimpse into the future","volume":"17","year":"2004","journal-title":"Chance"},{"key":"key\n\t\t\t\t20170522124529_R70","doi-asserted-by":"crossref","first-page":"889","DOI":"10.1080\/00949650412331299184","article-title":"Categorical data regression diagnostics for remote access servers","volume":"75","year":"2005","journal-title":"J Stat Comput Simulation"},{"key":"key\n\t\t\t\t20170522124529_R71","doi-asserted-by":"crossref","first-page":"1175","DOI":"10.1016\/j.datak.2009.06.009","article-title":"Regression Output from a remote Server","volume":"68","year":"2009","journal-title":"Data Knowledge Eng"},{"key":"key\n\t\t\t\t20170522124529_R72","first-page":"82","volume-title":"Valid Statistical Analysis for Logistic Regression with Multiple Sources","year":"2009"},{"key":"key\n\t\t\t\t20170522124529_R73","first-page":"27","article-title":"Analysis of integrated data without data integration","volume":"17","year":"2004","journal-title":"Chance"},{"key":"key\n\t\t\t\t20170522124529_R74","doi-asserted-by":"crossref","first-page":"739","DOI":"10.1007\/s10822-005-9011-5","article-title":"Secure analysis of distributed chemical databases without data integration","volume":"19","year":"2005","journal-title":"J Comput Aided Mol Des"},{"key":"key\n\t\t\t\t20170522124529_R75","first-page":"277","volume-title":"\u201cSecure\u201d Log-linear and Logistic Regression Analysis of Distributed Databases. PSD 2006","year":"2006"},{"key":"key\n\t\t\t\t20170522124529_R76","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1198\/004017007000000209","article-title":"Secure, privacy-preserving analysis of distributed databases","volume":"49","year":"2007","journal-title":"Technometrics"},{"key":"key\n\t\t\t\t20170522124529_R77","first-page":"197","article-title":"Secure statistical analysis of distributed databases, emphasizing what we don't know","volume":"1","year":"2009","journal-title":"J Privacy Confidentiality"},{"issue":"6 Suppl 1","key":"key\n\t\t\t\t20170522124529_R78","first-page":"S45","article-title":"Distributed health networks: a practical and preferred approach to multi-institutional evaluations of comparative effectiveness, safety, and quality of care","volume":"48","year":"2010"},{"key":"key\n\t\t\t\t20170522124529_R79","doi-asserted-by":"crossref","first-page":"498","DOI":"10.1056\/NEJMp1014427","article-title":"Developing the sentinel system: a national resource for evidence development","volume":"364","year":"2011","journal-title":"N Engl J Med"},{"key":"key\n\t\t\t\t20170522124529_R80","doi-asserted-by":"crossref","first-page":"645","DOI":"10.1056\/NEJMp0905338","article-title":"The new sentinel network: improving the evidence of medical-product safety","volume":"361","year":"2009","journal-title":"N Engl J Med"},{"key":"key\n\t\t\t\t20170522124529_R81","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1002\/pds.607","article-title":"Multicenter epidemiologic and health services research on therapeutics in the HMO Research Network Center for Education and Research on Therapeutics","volume":"10","year":"2001","journal-title":"Pharmacoepidemiol Drug Saf"},{"key":"key\n\t\t\t\t20170522124529_R82","doi-asserted-by":"crossref","first-page":"515","DOI":"10.1145\/76894.76895","article-title":"Security-control methods for statistical databases: a comparative study","volume":"21","year":"1989","journal-title":"ACM Comput Surv"},{"key":"key\n\t\t\t\t20170522124529_R83","article-title":"Privacy Violations in Accountability Data Released to the Public by State Educational Agencies. Federal Committee on Statistical Methodology Research Conference","year":"2009"},{"key":"key\n\t\t\t\t20170522124529_R84","first-page":"97","article-title":"Extracting confidential information from public documents: the 2000 department of justice report on the federal use of the death penalty in the United States","volume":"20","year":"2004","journal-title":"J Official Stat"},{"key":"key\n\t\t\t\t20170522124529_R85","doi-asserted-by":"crossref","first-page":"451","DOI":"10.1145\/5925.5928","article-title":"Security problems on inference control for SUM, MAX, and MIN queries","volume":"33","year":"1986","journal-title":"ACM"},{"key":"key\n\t\t\t\t20170522124529_R86","first-page":"574","article-title":"Auditing and inference control in statistical databases","volume":"8","year":"1982","journal-title":"IEEE Trans Softw Eng"},{"key":"key\n\t\t\t\t20170522124529_R87","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1145\/320064.320069","article-title":"The tracker: a threat to statistical database security","volume":"4","year":"1979","journal-title":"ACM Trans on Database Syst (TODS)"},{"key":"key\n\t\t\t\t20170522124529_R88","article-title":"Inference Control in Statistical Databases: From Theory to Practice. Lecture Notes in Computer Science, Vol 2316","year":"2002"},{"key":"key\n\t\t\t\t20170522124529_R89","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1111\/j.1532-5415.2011.03772.x","article-title":"Prevalence of unplanned hospitalizations caused by adverse drug reactions in older veterans","volume":"60","year":"2012","journal-title":"J Am Geriatr Soc"},{"key":"key\n\t\t\t\t20170522124529_R90","doi-asserted-by":"crossref","first-page":"419","DOI":"10.1146\/annurev.publhealth.012809.103649","article-title":"Post-approval drug safety surveillance","volume":"31","year":"2010","journal-title":"Annu Rev Public Health"},{"key":"key\n\t\t\t\t20170522124529_R91","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1345\/aph.1P592","article-title":"Adverse drug reaction deaths reported in United States vital statistics, 1999\u20132006","volume":"46","year":"2012","journal-title":"Ann Pharmacother"},{"key":"key\n\t\t\t\t20170522124529_R92","doi-asserted-by":"crossref","first-page":"e131","DOI":"10.4037\/ajcc2011818","article-title":"Adverse drug events in intensive care units: a cross-sectional study of prevalence and risk factors","volume":"20","year":"2011","journal-title":"Am J Crit Care"},{"key":"key\n\t\t\t\t20170522124529_R93","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1111\/j.1525-1497.2005.30390.x","article-title":"Adverse drug events occurring following hospital discharge","volume":"20","year":"2005","journal-title":"J Gen Intern Med"},{"key":"key\n\t\t\t\t20170522124529_R94","volume-title":"Categorical Data Analysis","year":"2002","edition":"2nd edn"},{"key":"key\n\t\t\t\t20170522124529_R95","volume-title":"Categorical Data Analysis. Wiley Series in Probability and Statistics","year":"2002"},{"key":"key\n\t\t\t\t20170522124529_R96","first-page":"5","volume-title":"Comparing Various Optimization Algorithms for Binary Logistic Regression. Machine Learning Course Project Paper","year":"2010"},{"key":"key\n\t\t\t\t20170522124529_R97","first-page":"223","article-title":"Public-Key Cryptosystems Based on Composite Degree Residuosity Classes. The International Conference on the Theory and Application of Cryptographic Techniques (EUROCRYPT)","year":"1999"},{"key":"key\n\t\t\t\t20170522124529_R98","first-page":"104","article-title":"On Private Scalar Product Computation for Privacy-Preserving Data Mining. Lecture Notes in Computer Science, Vol. 3506","year":"2004"},{"key":"key\n\t\t\t\t20170522124529_R99","first-page":"9","article-title":"Privacy-Preserving Bayesian Network for Horizontally Partitioned Data. The 2009 IEEE International Conference on Information Privacy, Security, Risk and Trust (PASSAT2009)","year":"2009"},{"key":"key\n\t\t\t\t20170522124529_R100","first-page":"136","volume-title":"Privacy-preserving Linear Fisher Discriminant Analysis. The 12th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining","year":"2008"},{"key":"key\n\t\t\t\t20170522124529_R101","doi-asserted-by":"crossref","first-page":"1043","DOI":"10.1080\/03610928008827941","article-title":"Goodness of fit tests for the multiple logistic regression model","volume":"9","year":"1980","journal-title":"Comm Stat Theory Methods"},{"key":"key\n\t\t\t\t20170522124529_R102","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/0003-2670(86)80028-9","article-title":"Partial least-squares regression: a tutorial","volume":"185","year":"1986","journal-title":"Analytica Chim Acta"},{"key":"key\n\t\t\t\t20170522124529_R103","doi-asserted-by":"crossref","first-page":"1051","DOI":"10.1002\/sim.4780080905","article-title":"Correction of logistic regression relative risk estimates and confidence intervals for systematic within-person measurement error","volume":"8","year":"1989","journal-title":"Stat Med"},{"key":"key\n\t\t\t\t20170522124529_R104","doi-asserted-by":"crossref","first-page":"547","DOI":"10.1016\/S0167-9473(02)00257-8","article-title":"Comparison of the performance of multi-layer perceptron and linear regression for epidemiological data","volume":"44","year":"2004","journal-title":"Comput Stat Data Anal"},{"key":"key\n\t\t\t\t20170522124529_R105","doi-asserted-by":"crossref","first-page":"2409","DOI":"10.1002\/sim.1047","article-title":"A solution to the problem of separation in logistic regression","volume":"21","year":"2002","journal-title":"Stat Med"},{"key":"key\n\t\t\t\t20170522124529_R106","first-page":"979","article-title":"Logistic regression in the medical literature: standards for use and reporting, with particular attention to one medical domain","volume":"54","year":"2001","journal-title":"J Clin Epidemiol"},{"key":"key\n\t\t\t\t20170522124529_R107","first-page":"1","article-title":"Reporting methods in studies developing prognostic models in cancer: a review","volume":"8","year":"2010","journal-title":"BMC Med"},{"key":"key\n\t\t\t\t20170522124529_R108","volume-title":"Regression Modeling Strategies","year":"2001"},{"key":"key\n\t\t\t\t20170522124529_R109","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1080\/03610918208812265","article-title":"A distribution-free approach to inducing rank correlation among input variables","volume":"11","year":"1982","journal-title":"Commun Stat Simulation Comput"},{"key":"key\n\t\t\t\t20170522124529_R110","volume-title":"Using SAS for Data Management, Statistical analysis, and Graphics","year":"2010"},{"key":"key\n\t\t\t\t20170522124529_R111","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1093\/oxfordjournals.pan.a004868","article-title":"Logistic regression in rare events data","volume":"9","year":"2001","journal-title":"Polit Anal"},{"key":"key\n\t\t\t\t20170522124529_R112","first-page":"293","volume-title":"Rare Events Research, in Encyclopedia of Social Measurement","year":"2004"},{"key":"key\n\t\t\t\t20170522124529_R113","first-page":"91","article-title":"Storms prediction: logistic regression vs. random forests for unbalanced data","volume":"1","year":"2007"},{"key":"key\n\t\t\t\t20170522124529_R114","doi-asserted-by":"crossref","first-page":"170","DOI":"10.1111\/j.2517-6161.1986.tb01400.x","article-title":"Fitting logistic models under case-control or choice based sampling","volume":"48","year":"1986","journal-title":"J R Stat Soc"},{"key":"key\n\t\t\t\t20170522124529_R115","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1093\/biomet\/71.1.1","article-title":"On the existence of maximum likelihood estimates in logistic regression models","volume":"71","year":"1984","journal-title":"Biometrika"},{"key":"key\n\t\t\t\t20170522124529_R116","article-title":"Convergence failures in logistic regression","volume-title":"SAS Global Forum","year":"2008"}],"container-title":["Journal of the American Medical Informatics Association"],"original-title":[],"language":"en","deposited":{"date-parts":[[2024,4,28]],"date-time":"2024-04-28T07:08:53Z","timestamp":1714288133000},"score":1,"resource":{"primary":{"URL":"https:\/\/academic.oup.com\/jamia\/article-lookup\/doi\/10.1136\/amiajnl-2011-000735"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,8,7]]},"references-count":116,"journal-issue":{"issue":"3","published-online":{"date-parts":[[2012,8,7]]},"published-print":{"date-parts":[[2013,5,1]]}},"URL":"https:\/\/doi.org\/10.1136\/amiajnl-2011-000735","relation":{},"ISSN":["1067-5027","1527-974X"],"issn-type":[{"value":"1067-5027","type":"print"},{"value":"1527-974X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,8,7]]}}}