Automatic Gleason Grading of Prostate Cancer Using Shearlet Transform and Multiple Kernel Learning

Automatic Gleason Grading of Prostate Cancer Using Shearlet Transform and Multiple Kernel Learning

The Gleason grading system is generally used for histological grading of prostate cancer. In this paper, we first introduce using the Shearlet transform and its coefficients as texture features for automatic Gleason grading. The Shearlet transform is a mathematical tool defined based on affine syste...

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Bibliographic Details
Main Authors: Hadi Rezaeilouyeh, Mohammad H. Mahoor
Format: Article
Language:English
Published: MDPI AG 2016-09-01
Series:Journal of Imaging
Subjects:
Gleason grading
multiple kernel learning
prostate cancer
Shearlet transform
texture analysis
Online Access:http://www.mdpi.com/2313-433X/2/3/25

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