Medical Image Classification on Hybridized Techniques: A Practical Approach

Sharma, Rajesh; Sungheetha, Akey

ISBN 10: 620047544X / ISBN 13: 9786200475442

Published by LAP LAMBERT Academic Publishing, 2019

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Bibliographic Details

• Title: Medical Image Classification on Hybridized Techniques: A Practical Approach
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2019
• Language: English
• ISBN 10: 620047544X
• ISBN 13: 9786200475442
• Binding: Soft cover
• Condition: New

About this title

Synopsis

This book focuses on developing certain heuristic intelligent techniques inspired by nature behaviour to perform effective classification of brain tumor images and segmentation of liver images. The book is developed for its contribution on feature sub-selection, classification and segmentation of the considered medical brain tumor and liver disease images.The simulations are conducted with the derived hybrid intelligent techniques – hybrid RGSA and SVM classifier, hybrid ACO – GWO and PSVM classifier, EGSO based RBFNN classifier and KSCA modeling to achieve effective solutions for brain tumor image classification and liver image segmentation and detection.