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Automated method and system for advanced non-parametric classification of medical images and lesions
Automated method and system for advanced non-parametric classification of medical images and lesions
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机译:用于医学图像和病变的高级非参数分类的自动化方法和系统
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摘要
A computer-aided diagnosis (CAD) scheme to aid in the detection, characterization, diagnosis, and/or assessment of normal and diseased states (including lesions and/or images). The scheme employs lesion features for characterizing the lesion and includes non-parametric classification, to aid in the development of CAD methods in a limited database scenario to distinguish between malignant and benign lesions. The non-parametric classification is robust to kernel size.
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