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SYSTEMS AND METHODS FOR DIAGNOSING TUMORS IN A SUBJECT BY PERFORMING A QUANTITATIVE ANALYSIS OF TEXTURE-BASED FEATURES OF A TUMOR OBJECT IN A RADIOLOGICAL IMAGE
SYSTEMS AND METHODS FOR DIAGNOSING TUMORS IN A SUBJECT BY PERFORMING A QUANTITATIVE ANALYSIS OF TEXTURE-BASED FEATURES OF A TUMOR OBJECT IN A RADIOLOGICAL IMAGE
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机译：通过对放射图像中肿瘤对象的基于纹理的特征进行定量分析来诊断对象中的肿瘤的系统和方法
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摘要
An example method for diagnosing tumors in a subject by performing a quantitative analysis of a radiological image can include identifying a region of interest (ROI) in the radiological image, segmenting the ROI from the radiological image, identifying a tumor object in the segmented ROI and segmenting the tumor object from the segmented ROI. The method can also include extracting a plurality of quantitative features describing the segmented tumor object, and classifying the tumor object based on the extracted quantitative features. The quantitative features can include one or more texture-based features.
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