Medical Image Classification on Hybridized Techniques: A Practical Approach

Sharma, Rajesh; Sungheetha, Akey

ISBN 10: 620047544X / ISBN 13: 9786200475442

Verlag: LAP LAMBERT Academic Publishing, 2019

Beschreibung

Bestandsnummer des Verkäufers 26395828529

Bibliografische Details

• Titel: Medical Image Classification on Hybridized Techniques: A Practical Approach
• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsjahr: 2019
• Sprache: Englisch
• ISBN-10: 620047544X
• ISBN-13: 9786200475442
• Einband: Softcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

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.