Data Mining Techniques and Its Application in Medical Imagery: Data Mining Techniques and Its Application in Medical Imagery - Couverture souple

Roy, Swarup; K Bhattacharyya, Dhruba

 
9783639267464: Data Mining Techniques and Its Application in Medical Imagery: Data Mining Techniques and Its Application in Medical Imagery
Couverture souple
ISBN 10 : 363926746X ISBN 13 : 9783639267464
Editeur : VDM Verlag Dr. Müller, 2010

Synopsis

This monograph presents a study on data mining techniques and its application in medical image analysis for cancer detection. An extensive survey and comparative study on various clustering and association mining techniques has been presented. Monograph also reported one new density based clustering technique EnDBSCAN that can detect embedded cluster structure and OPAM- an efficient one pass technique for mining frequent item sets. Results have been reported to establish the effectiveness of the works in light of various synthetic datasets. Finally it discusses about medical imaging and potentials of data mining techniques for analyzing medical imagery for detecting disease like cancer. As a case study it discusses two cancer type namely brain and skin cancer. It also proposes architecture for automatic brain cancer detection tool based on Data Mining techniques.

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Éditeur
VDM Verlag Dr. Müller
Date d'édition
2010
Langue
anglais
ISBN 10 
363926746X
ISBN 13 
9783639267464
Reliure
Broché
Nombre de pages
120
Coordonnées du fabricant
non disponible
Personne responsable
non disponible