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: 17147 HUF
Availability: InStock

Szerző: Swarup Roy, Dhruba K Bhattacharyya

Nyelv:

Kötés: Puha kötésű

Kiadó: VDM Verlag

Elérhetőség: Kiadói készleten rendelésre

Küldés 17-27 napon belül

17 147 Ft

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

Információk a könyvről

Szerző

Swarup Roy, Dhruba K Bhattacharyya

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2010

oldal

120

EAN

9783639267464

ISBN

363926746X

Enbook ID

06834043

Kiadó

VDM Verlag

Súly

186

Méretek

152 x 229 x 7

Teljes leírás

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.

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Data Mining Techniques and Its Application in Medical Imagery