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Texture descriptions and classification for pathological analysis of cancerous colonic mucosa

机译:癌细胞黏膜病理分析的纹理描述与分类

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Image analysis for the classification of normal and cancerous colonic mucosa is reported. Pathology samples were taken from human colon mucosa, and 44 normal and 58 cancer images captured to computer via an optical microscope with a CCD camera.Texture analysis was performed using fractal dimension, entropy and correlation. Using non-parametric classification, fractal dimension improved the classification accuracy from 88% to 94% in comparison with the combined entropy and correlationanalysis.
机译:报道了正常和癌细胞粘膜分类的图像分析。从人结肠粘膜中取出病理学样品,并通过光学显微镜通过具有CCD摄像机捕获到计算机的44个正常和58个癌症图像。使用分形维度,熵和相关性进行纹理分析。使用非参数分类,与组合熵和相关性相比,分形尺寸从88%提高到94%。

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