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Medical Informatics and the Internet in Medicine Volume 25, 2000 - Issue 2
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Research Article

Data mining techniques applied to medical information

I.-N. Lee Lally School of Management and Technology, Rensselaer Polytechnic Institute (RPI), Troy, NY, USA ; School of Public Health, Kaohsiung Medical University, Kaohsiung City, Taiwan, ROC
,
S.-C. Liao Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA; Department of Internal Medicine, Chang Gung Memorial Hospital, Kaohsiung City, Taiwan, ROC
&
M. Embrechts Decision Sciences and Engineering Systems, RPI, Troy, NY, USA
Pages 81-102 | Published online: 12 Jul 2009

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Boubacar Sow, Hamid Mukhtar, Hafiz Farooq Ahmad & Hiroki Suguri. (2020) Assessing the relative importance of social determinants of health in malaria and anemia classification based on machine learning techniques. Informatics for Health and Social Care 45:3, pages 229-241.
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R. Linder, D. Mörschner, S.J. Pöppl & A. Moser. (2009) Computer-aided diagnosis of multiple sclerosis. Computational and Mathematical Methods in Medicine 10:1, pages 39-47.
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Sokratis Konias, Ioanna Chouvarda, Ioannis Vlahavas & Nicos Maglaveras. (2005) A novel approach for incremental uncertainty rule generation from databases with missing values handling: Application to dynamic medical databases. Medical Informatics and the Internet in Medicine 30:3, pages 211-225.
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DT Parry, EC Parry & NS Pattison. (2004) An online tool for investigating clinical decision making. Medical Informatics and the Internet in Medicine 29:1, pages 75-85.
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H. Benhar, A. Idri & J. L. Fernández-Alemán. (2018) A Systematic Mapping Study of Data Preparation in Heart Disease Knowledge Discovery. Journal of Medical Systems 43:1.
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A. Idri, H. Benhar, J.L. Fernández-Alemán & I. Kadi. (2018) A systematic map of medical data preprocessing in knowledge discovery. Computer Methods and Programs in Biomedicine 162, pages 69-85.
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M. G. Ruano, G. P. Almeida, F. Palma, J. F. Raposo & R. T. Ribeiro. (2018) Reliability of medical databases for the use of real word data and data mining techniques for cardiovascular diseases progression in diabetic patients. Reliability of medical databases for the use of real word data and data mining techniques for cardiovascular diseases progression in diabetic patients.
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Morris F. Collen & Alexa T. McCray. 2015. The History of Medical Informatics in the United States. The History of Medical Informatics in the United States 685 722 .
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Mai Shouman, Tim Turner & Rob Stocker. (2012) Using data mining techniques in heart disease diagnosis and treatment. Using data mining techniques in heart disease diagnosis and treatment.
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Roy Jones, David Wilkinson, Oscar L Lopez, Jeffrey Cummings, Gunhild Waldemar, Richard Zhang, Joan Mackell & Serge Gauthier. (2011) Collaborative research between academia and industry using a large clinical trial database: a case study in Alzheimer's disease. Trials 12:1.
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ROLAND LINDER, ISABELLE ORTH, E. CHRISTIAN HAGEN, FOKKO J. van der WOUDE & WILHELM H. SCHMITT. (2011) Differentiation Between Wegener’s Granulomatosis and Microscopic Polyangiitis by an Artificial Neural Network and by Traditional Methods. The Journal of Rheumatology 38:6, pages 1039-1047.
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Monica Chiarini Tremblay, Donald J. Berndt, Stephen L. Luther, Philip R. Foulis & Dustin D. French. (2009) Identifying fall-related injuries: Text mining the electronic medical record. Information Technology and Management 10:4, pages 253-265.
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Kay Penny & Thomas Chesney. (2009) Mining trauma injury data with imputed values. Statistical Analysis and Data Mining: The ASA Data Science Journal 2:4, pages 246-254.
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James M. Tien. 2007. Service Enterprise Integration. Service Enterprise Integration 39 76 .
Liza Heslop, Brendon Gardner, Dean Athan, Donna Diers & Catherine Taylor. (2016) Researching Hospital Patient Data to Enhance Operational Management. Health Information Management 32:1, pages 13-16.
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Peter A. Bath. (2005) Data mining in health and medical information. Annual Review of Information Science and Technology 38:1, pages 331-369.
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James M. Tien & Daniel Berg. (2003) A case for service systems engineering. Journal of Systems Science and Systems Engineering 12:1, pages 13-38.
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J.M. Tien. (2003) Toward a decision informatics paradigm: a real-time, information-based approach to decision making. IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews) 33:1, pages 102-113.
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Judith K. Jones. (2001) The role of data mining technology in the identification of signals of possible adverse drug reactions: value and limitations. Current Therapeutic Research 62:9, pages 664-672.
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. (2000) Data mining. Nature Biotechnology 18:S10, pages IT35-IT36.
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