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National Repository of Grey Literature 1 records found  Search took 0.01 seconds. 
Application of knowledge discovery methods in the field of cardiac surgery
 Čech, Bohuslav ; Berka, Petr (advisor) ; Aiglová, Květoslava (referee)
This theses demonstrate practical use of knowledge discovery in the field of cardiac surgery. The tasks of the Department of Cardiac Surgery University Hospital Olomouc are solved through the use of GUHA method and LISp-Miner system. Mitral valve surgery data comes from clinical practice between the years 2002 and 2011. Theoretical part includes chapter on KDD -- type of tasks, methods and methodology and chapter on cardiac surgery -- anatomy and functions of heart, mitral valve disease and diagnostic methods including quantification. Practical part brings solutions of the tasks and whole process is described in the spirit of CRISP-DM.
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