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Medical Image Classification on Hybridized Techniques

Medical Image Classification on Hybridized Techniquesvon Rajesh Sharma Sie sparen 18% des UVP sparen 18%
Über Medical Image Classification on Hybridized Techniques

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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  • Sprache:
  • Englisch
  • ISBN:
  • 9786200475442
  • Einband:
  • Taschenbuch
  • Seitenzahl:
  • 232
  • Veröffentlicht:
  • 4. Dezember 2019
  • Abmessungen:
  • 150x14x220 mm.
  • Gewicht:
  • 364 g.
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Verlängerte Rückgabefrist bis 31. Januar 2025
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Beschreibung von Medical Image Classification on Hybridized Techniques

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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