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ANALYSING MRI DATA TO DETERMINE TUMOUR TYPE

机译:分析MRI数据以确定肿瘤类型

摘要

There is provided a method of analysing MRI data of a tumour in order to determine the tumour type. In one arrangement, the method comprises segmenting the MRI data to identify tumour voxels and non-tumour voxels; processing a plurality of slices of the MRI data in order to obtain, for each slice, values of a plurality of different shape parameters, each shape parameter describing an aspect of the shape of a region containing the tumour voxels within the slice; for each shape parameter, analysing a distribution of values of the shape parameter over the plurality of slices to obtain a value of a shape feature that is characteristicof the tumour shape; and determining the tumour type using the obtained shape feature values.
机译:提供了一种分析肿瘤的MRI数据以确定肿瘤类型的方法。在一种布置中,该方法包括分割MRI数据以识别肿瘤体素和非肿瘤体素。处理多个MRI数据切片,以便针对每个切片获得多个不同形状参数的值,每个形状参数描述了切片中包含肿瘤体素的区域的形状的一个方面;对于每个形状参数,分析所述形状参数的值在所述多个切片上的分布,以获得具有所述肿瘤形状特征的形状特征的值;并使用获得的形状特征值确定肿瘤类型。

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