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Advanced cost functions for image registration for automated image analysis: multi-channel, hypertemplate and atlas with built-in variability
Advanced cost functions for image registration for automated image analysis: multi-channel, hypertemplate and atlas with built-in variability
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机译:用于自动图像分析的图像配准的高级成本功能:具有内置可变性的多通道,超级模板和图集
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摘要
A non-invasive imaging system, comprising: an imaging scanner; a signal processing system in communication with the imaging scanner to receive an imaging signal from the imaging scanner; and a data storage unit in communication with the signal processing system, wherein the data storage unit stores template data corresponding to a tissue region of a subject under observation, wherein the signal processing system is adapted to compute, using the imaging signal and the template data, refined template data corresponding to the tissue region, and wherein the refined template data incorporates subpopulation variability information associated with the tissue region such that the signal processing system provides an image of the tissue region in which a substructure is automatically identified taking into account the subpopulation variability information.
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