Data Mining Techniques and Its Application in Medical Imagery

Name: Data Mining Techniques and Its Application in Medical Imagery
Brand: VDM Verlag
SKU: 9783639267464
Price: 1174 CZK
Availability: InStock

Autor: Swarup Roy, Dhruba K Bhattacharyya

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag

Dostupnost: U nakladatele na objednávku

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This monograph presents a study on data mining techniques and its application in medical image analy...

Informace o knize

Autor

Swarup Roy, Dhruba K Bhattacharyya

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2010

Stránek

120

EAN

9783639267464

ISBN

363926746X

Enbook ID

06834043

Vydavatel

VDM Verlag

Hmotnost

186

Rozměry

152 x 229 x 7

Kompletní popis

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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Data Mining Techniques and Its Application in Medical Imagery