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: 50.88 EUR
Availability: InStock

Автор: Swarup Roy, Dhruba K Bhattacharyya

Език:

Корици: С меки корици

Издател: VDM Verlag

Наличност: Налично при издателя, по поръчка

Изпращаме след 17-27 дни

50.88 € 99.51 лв

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

Информация за книгата

Автор

Swarup Roy, Dhruba K Bhattacharyya

Език

Английски език

Корици

Книга - С меки корици

Издадена

2010

страници

120

EAN

9783639267464

ISBN

363926746X

Enbook ID

06834043

Издател

VDM Verlag

Теглоt

186

Размери

152 x 229 x 7

Пълно описание

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