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Therefore, improving the modal popular features of the lesions can obtain optimized feature units, which will be excessively necessary to improve the segmentation outcomes. This paper proposed an attention module that combines the PET-CT diagnostic artistic industry and also the modality traits of the lesion, this is certainly, the multiple receptive-field lesion attention module. This paper made complete use of the spatial domain, regularity domain, and channel attention, and proposed a sizable rece