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Wavelet Leader Based Multifractal Analysis of Phase Contrast Images for Cervical Pre-cancer Detection

机译:基于小波前导的相位对比图像多分形分析在宫颈癌前检测中的应用

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Phase contrast images of stromal region of different stages of cervical pre-cancer were captured from tissuesections. A wavelet leader based multifractal analysis was performed on the phase contrast images to estimatemultifractal spectrum for each image. Wavelet leaders were calculated through discrete wavelet transform usingbi-orthogonal mother wavelets. The derived multifractal parameters, namely, width of singularity spectrumshows good discrimination between different grades of cervical pre-cancer.
机译:从组织中捕获宫颈癌前不同阶段的基质区域的相衬图像 部分。在相衬图像上执行基于小波前导的多重分形分析以估计 每个图像的多重分形光谱。小波前导是通过离散小波变换使用 双正交小波。导出的多重分形参数,即奇异谱的宽度 在不同级别的宫颈癌前显示出良好的区分度。

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