Text Mining in Support of Decision Making in Health Care Essay

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The Utilization of Text Mining
In Support of Decision Making in Health Care







By Cleon Anderson, Shantonu Kundu, and Sam Leiendecker
Table of Contents

Introduction…………………………………………………………………………….. Page 2
Fundamental Decision-Making Problems under Investigation………………………… Page 3
Process of Knowledge Discovery and Text Mining…………………………………… Page 5
Applications……………………………………………………………………………. Page 7
      Misdiagnosis
      “Text Mining of Medical Records for Radio Diagnostic Decision-Making”….. Page 7
      Mistreatment
      “Improved Cardiac Care via Automated Mining of Medical Patient Records”... Page 10
      Bad Prescriptions
      “Using Text-Mining Technologies in Electronic Patient Records to Identify ADRs from Medicine Use”……………………………………………………………….… Page 15
      “Use Of Computer Decision Support Interventions to Improve Medication
      Prescribing in Older Adults: A Systematic Review”…………………….…….. Page 17
Challenges of Using Text Mining……………………………………………………… Page 18
Advantages of Text Mining for Effective Decision Making in Health Care…………... Page 20
Suggestions & Possible Solutions…………………………………………………….... Page 21
Conclusion…………………………………………………………………………….... Page 22
References……………………………………………………………….…...……….... Page 24
Introduction
      The healthcare field is vast and complex and requires innovative ways to address the numerous complex problems which come with it.   These challenges affect all levels of the healthcare industry including business, scholarly and academic, physician and treatment and patient levels.   At each of these critical levels, complex and far reaching decisions are required to be made.   The decision making process is further complicated when large amount of data have to be taken into consideration to make the best decision.   Over the past several years there has been an enormous amount of data about patients, hospital visits, prescriptions, physician notes, medical scholarly journals and more.   Some of...

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"Text Mining in Support of Decision Making in Health Care". Anti Essays. 28 Jul. 2014

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Text Mining in Support of Decision Making in Health Care. Anti Essays. Retrieved July 28, 2014, from the World Wide Web: http://www.antiessays.com/free-essays/Text-Mining-In-Support-Of-Decision-512863.html