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Systems and methods for computer aided diagnosis and decision support in whole-body imaging
Systems and methods for computer aided diagnosis and decision support in whole-body imaging
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机译:全身成像中计算机辅助诊断和决策支持的系统和方法
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摘要
A system for providing automatic diagnosis and decision support includes: a medical image database; generative learning and modeling modules that build distributional appearance models and spatial relational models of organs or structures using images from the medical image database; a statistical whole-body atlas that includes one or more distributional appearance models and spatial relational models of organs or structure, in one or more whole-body imaging modalities, built by the generative learning and modeling modules; and discriminative learning and modeling modules that build two-class or multi-class classifiers for performing at least one of organ, structure or disease detection or segmentation.
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