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RESEARCH ARTICLE Data Mining Approach to Estimate the Duration of Drug Therapy from Longitudinal Electronic Medical Records Olga Montvida, Ognjen Arandjelović, Edward Reiner and Sanjoy K. Paul Clinical Trials and Biostatistics Unit, QIMR Berghofer Medical Research Institute, Brisbane, Australia School of Biomedical Sciences, Institute of Health and Biomedical Innovation, Faculty of Health, Queensland University of Technology, Brisbane, Australia School of Computer Science, University of St. Andrews, St. Andrews, United Kingdom Smart Analyst Inc., New York, Unites States of America Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Australia