Skip to content

Tumor type classification with traditional feature extractions and classifiers.

Notifications You must be signed in to change notification settings

AryaAftab/tumor-type-classification

Repository files navigation

Tumor type classification

In this project, we classified the type of cancerous mass. First, we extracted the features of Grey-Level Co-Occurrence Matrix (GLCM), Grey Level Difference Matrix (GLDM), Gray-Level Run-Length Matrix (GLRLM), and Nakagami Distribution Parameters from the ROI section of the images, and then we classified the desired features using the models of Multilayer Perceptron (MLP), K-Nearest Neighbor (KNN), and Support Vector Machine (SVM).

About

Tumor type classification with traditional feature extractions and classifiers.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published