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MULTIPARAMETRIC NON-LINEAR DIMENSION REDUCTION METHODS AND SYSTEMS RELATED THERETO
MULTIPARAMETRIC NON-LINEAR DIMENSION REDUCTION METHODS AND SYSTEMS RELATED THERETO
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机译：多参数非线性降维方法及相关系统
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摘要
Featured are methods and systems to multiparametric non-linear dimension reduction (NLDR) methods for segmentation and classification of radiological images. Such methods for segmentation and classification of radiological images, includes pre-processing of acquired image data; and reconstructing the acquired image data using a non-linear dimension reduction technique so as to yield an embedded image representing all of the acquired, where the acquired image data comprises a plurality of different sets of image data of the same region of interest. Such NLDR methods and systems are particularly suitable for the ability to combine multiple input images into a single unit for increased specificity of diagnosis.
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