A method for development of medical data mining | Design and prototypical implementation of an integrated database system for the analysis of medical parameters

Ksenia Kharadzhieva

ISBN 10: 3639641612 / ISBN 13: 9783639641615

Published by AV Akademikerverlag, 2014

About this Item

A method for development of medical data mining | Design and prototypical implementation of an integrated database system for the analysis of medical parameters | Ksenia Kharadzhieva | Taschenbuch | 108 S. | Englisch | 2014 | AV Akademikerverlag | EAN 9783639641615 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu.

Seller Inventory # 105228022

Bibliographic Details

• Title: A method for development of medical data mining | Design and prototypical implementation of an integrated database system for the analysis of medical parameters
• Publisher: AV Akademikerverlag
• Publication Date: 2014
• Language: English
• ISBN 10: 3639641612
• ISBN 13: 9783639641615
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 220W x 150H x 8D millimeters 220 millimeters width by 150 millimeters height by 8 millimeters depth
• Weight: 179 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

Rapid development of technology and data analysis techniques, such as data mining and machine learning, provide opportunities in the field of telemedicine. One of the difficulties of application of data mining techniques in telemedicine information systems is impossibility to select a single data mining algorithm for every problem and for every data set. In this thesis, a method for implementation of medical data analysis with respect to telemedicine system goals and data properties is described and validated. The approach provides system flexibility, that is, ability to add new data sets and data analysis functionality. Along with the method, infrastructure and a prototype of a telemedicine system with the use of data mining techniques was developed.

About the Author

Ksenia Kharadzhieva, Ms.C.: Studied Computer Science in Moscow Engineering and Physics Institute and University of Paderborn. IT Data Processing Specialist in defacto marketing GmbH, Erlangen, Germany.