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MRI Brain Tumor Segmentation Method by Rajiv Gandhi Polytechnic College,Ziprawadi,Phaltan,Satara Principal is a document available to read on EtoBox.

What is MRI Brain Tumor Segmentation Method about?

This article presents a novel automatic brain tumor segmentation method using local independent projection-based classification (LIPC) to enhance performance in MRI images. The method addresses challenges such as tumor appearance diversity and ambiguous boundaries by classifying each voxel and considering data distribution across different classes. Evaluation of the method on brain tumor MRI images shows promising results, with average dice similarities of 0.84 for segmenting complete tumors.

Author

Rajiv Gandhi Polytechnic College,Ziprawadi,Phaltan,Satara Principal

Language

EN