An automated computer-aided diagnosis system for classification of MR images using texture features and gbest-guided gravitational search algorithm

Ravi Shanker
Ravi Shanker

Biocybernetics and Biomedical Engineering, pp. 815-835, 2020.

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Keywords:
Magnetic resonance imagingMultilevel Otsu's thresholdingTexture and multiresolution featuresMeta-heuristic optimization algorithmsGbest-guided gravitational search algorithmMore(1+)

Abstract:

The segmentation and classification of brain magnetic resonance (MR) images are the crucial and challenging task for radiologists. The conventional methods for analyzing brain images are time-consuming and ineffective in decision-making. Thus, to overcome these limitations, this work proposes an automated and robust computer-aided diagnos...More

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