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Medical Image Classification on Hybridized Techniques

Medical Image Classification on Hybridized Techniques

von Akey Sungheetha und Rajesh Sharma
Softcover - 9786200475442
76,90 €
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Beschreibung

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.

A Practical Approach

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 04. Dezember 2019
Maße 22 cm x 15 cm x 1.5 cm
Gewicht 364 Gramm
Format Softcover
ISBN-13 9786200475442
Seiten 232