COMPARATIVE ANALYSIS OF IMAGE ENHANCEMENT TECHNIQUES FOR BRAINTUMOR SEGMENTATION: CONTRAST, HISTOGRAM, AND HYBRID APPROACHES

Comparative analysis of image enhancement techniques for braintumor segmentation: contrast, histogram, and hybrid approaches

This study systematically investigates the impact of image enhancement techniques on Convolutional Neural Network (CNN)-based Brain Tumor Segmentation, focusing on Histogram Equalization (HE), Contrast Limited Adaptive Histogram Equalization (CLAHE), and their hybrid variations.Employing the U-Net architecture on a dataset Tapestry Woven Blanket of

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Whole-genome analyses of extended-spectrum or AmpC β-lactamase-producing Escherichia coli isolates from companion dogs in Japan.

The emergence and global spread of extended-spectrum or AmpC β-lactamase (ESBL/AmpC)-producing Enterobacteriaceae in companion animals have led to the hypothesis that companion animals might be reservoirs for cross-species transmission because of their close contact with humans.However, current knowledge in this field is limited; therefore, the ro

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