Converting Raw Medical Data Into Informative Data Through...

Data Mining, a sub-branch of computer science, involving statistics, methods and calculations to find patterns in large amount of data sets, and database systems. Generally, data mining is the process to examine data from different aspects and summarizing it into meaningful information. Data mining techniques depict actions and future trends, allowing any individual to make better and knowledge-driven decisions.[1][2] In the past few years, research appeared from medical laboratories has converted how we practice health care activities. Leading machines/technologies from the MRI scanner to the small blood glucose monitor are helping us live healthier and better lives. Health information technology produces cost-effective solutions to†¦show more content†¦Methodology: The proposed approach uses ‘Process Mining’ technique, which aims at extracting useful information from health care data or event logs. This Technique will also help organizations to improve their services, manage the data properly and control their processes [4]. The Importance of process mining has proved itself in the field of health care domain in following literature [5-6]. The proposed approach will adopt itemset-tree (An itemset is set of re-occurring items) method to get frequent surgical specimen [7]. I our knowledge the itemset - tree has not been proposed before for such kind of data analysis. Our methodology contains four parts: 1: Data collection: A real medical data (i.e Surgical specimen records) will be collected from any private or public organization. 2: Preprocessing: The acquired data will be preprocessed to remove unwanted information from it, such as, addresses of patients etc.. Then the data will be used for an input for process mining. 3: Discovery of surgical specimen: Process mining will be applied to the database created in the preprocessing step, which extracted itemset of the frequent surgical specimen. 4: Evaluation: In last theShow MoreRelatedOrganisation Structural Study on Apollo Tyres5324 Words   |  22 PagesINTRODUCTION Organisation has gained momentum over the past few decades as the inevitable source to sustain business activities. An organization is a power house of resources through which manufacturing and production activities are effectively carried out.The established Indian owned enterprises has been steadily increasing their capacity and widening their range of products for every organization. There is a hidden asset.An asset that has the power to execute, the vision to excel and the spiritRead MoreAccounting Information System Chapter 1137115 Words   |  549 Pagesexternal parties, and specify the information received from and sent to each of them. The author turns this question into an in-class group activity. Students are divided up in groups, told to close their books, and given 15 minutes to: a. Think through the business processes, key decisions, and information needs issues in their group. b. Identify the external users of information and specify the information received from and sent to each of them. One group is selected to present their answersRead More_x000C_Introduction to Statistics and Data Analysis355457 Words   |  1422 PagesIntroduction to Statistics and Data Analysis This page intentionally left blank Introduction to Statistics and Data Analysis Third Edition Roxy Peck California Polytechnic State University, San Luis Obispo Chris Olsen George Washington High School, Cedar Rapids, IA Jay Devore California Polytechnic State University, San Luis Obispo Australia †¢ Brazil †¢ Canada †¢ Mexico †¢ Singapore †¢ Spain †¢ United Kingdom †¢ United States Introduction to Statistics and Data Analysis, Third EditionRead MoreMarketing and E-commerce Business65852 Words   |  264 Pagesstatutory, fitness for a particular purpose, title and non-infringement. In no event shall Microsoft and/or its respective suppliers be liable for any special, indirect or consequential damages or any damages whatsoever resulting from loss of use, data or profits, whether in an action of contract, negligence or other tortious action, arising out of or in connection with the use or performance of information available from the services.†¨ The documents and related graphics contained herein could includeRead MoreMarketing Management130471 Words   |  522 Pagesrelations Understanding individual consumer behaviour Understanding industrial consumer behaviour Customer satisfaction Customer relationship management Marketing of services Rural marketing Types of marketing research Process of marketing research Tools and Techniques of marketing research Applications of marketing research Preparation of marketing research report Online marketing E-commerce Trends in marketing Page No. Marketing management – an introduction Unit structure: 1. Introduction Read MoreMarketing Management 14th Edition Test Bank Kotler Test Bank173911 Words   |  696 Pagesand getting, keeping, and growing customers through creating, delivering, and communicating superior customer value. A) Marketing management B) Knowledge management C) Operations management D) Strategic management E) Distribution management Answer: A Page Ref: 5 Objective: 2 Difficulty: Easy 3) Identify the correct statement about marketing management. A) It is primarily concerned with the systematic gathering, recording, and analysis of data about issues related to marketing productsRead MoreSience23554 Words   |  95 Pagesto the natural fluxes of carbon through the Earth system, anthropogenic (human) activities, particularly fossil fuel burning and deforestation, are also releasing carbon dioxide into the atmosphere. When we mine coal and extract oil from the Earth’s crust, and then burn these fossil fuels for transportation, heating, cooking, electricity, and manufacturing, we are effectively moving carbon more rapidly into the atmosphere than is being removed naturally through the sedimentation of carbon, ultimatelyRead MoreFinancial Analysis of General Electric98175 Words   |  393 PagesEcomagination drives growth because we are solving problems for our customers. At coal mines, from Pennsylvania to Peru, our water solutions allow customers to operate productively while achieving high environmental standards. We demonstrate every day that, through innovation, we can meet societal needs and do it proï ¬ tably. We deliver results. That is the ultimate output of a strong culture. Over the next few years, our performance will accelerate. We aim to reward investors by delivering a more valuable companyRead MoreInternational Financial Accounting155754 Words   |  624 Pagesalso support this paper. 2457 FOR EXAMS IN DECEMBER 2009 AND JUNE 2010 www.ebooks2000.blogspot.com First edition 2007 Third edition June 2009 ISBN 9780 7517 6364 5 (Previous ISBN 9870 7517 4723 2) British Library Cataloguing-in-Publication Data A catalogue record for this book is available from the British Library Published by BPP Learning Media Ltd BPP House, Aldine Place London W12 8AA www.bpp.com/learningmedia Printed in Great Britain We are grateful to the Association of Chartered CertifiedRead MoreDamodaran Book on Investment Valuation, 2nd Edition398423 Words   |  1594 PagesINVESTMENT VALUATION: SECOND EDITION I will be putting my entire second edition online, while the book goes through the printing process - it will be available at the end of the year. This may seem like a bit of a free lunch, and I guess it is. I hope, though, that you can do me a favor as you go through the manuscript. If you find any mistakes - mathematical or grammatical - could you please let me know? It would help me ensure that the typos do not find their way into the final version. Chapter