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Tumor Tissue Characterization using Multi-Parametric Magnetic Resonance Imaging
Tumor Tissue Characterization using Multi-Parametric Magnetic Resonance Imaging
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机译:使用多参数磁共振成像的肿瘤组织表征
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摘要
Brain tumor or other tissue classification and/or segmentation is provided based on from multi-parametric MRI. MRI spectroscopy, such as in combination with structural and/or diffusion MRI measurements, are used to classify. A machine-learned model or classifier distinguishes between the types of tissue in response to input of the multi-parametric MRI. To deal with limited training data for tumors, a patch-based system may be used. To better assist physicians in interpreting results, a confidence map may be generated using the machine-learned classifier.
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