Medical Image Classification on Hybridized Techniques: A Practical Approach - Softcover

Sharma, Rajesh; Sungheetha, Akey

 
9786200475442: Medical Image Classification on Hybridized Techniques: A Practical Approach
Softcover
ISBN 10: 620047544X ISBN 13: 9786200475442
Verlag: LAP LAMBERT Academic Publishing, 2019

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.

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Über die Autorin bzw. den Autor

I am Dr. Rajesh Sharma Rajendran, Working as assistant professor in school of Electrical Engineering and Computing, Adama Science and Technology University, Adama,Ethiopia.I have recieved my Ph.D from Anna University,India, M.Tech (IT) from Anna Universiy,India,M.Sc., (SE) from annamalai univerity,India and B.sc CS from Madras Univeristy, India.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
620047544X
ISBN 13 
9786200475442
Einband
Taschenbuch
Anzahl der Seiten
232
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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