An image segmentation algorithm based on multi-scale feature pyramid network

18 May 2023  ·  Yu Xiao, Xin Yang, Sijuan Huang, Lihua Guo ·

Medical image segmentation is particularly critical as a prerequisite for relevant quantitative analysis in the treatment of clinical diseases. For example, in clinical cervical cancer radiotherapy, after acquiring subabdominal MRI images, a fast and accurate image segmentation of organs and tumors in MRI images can optimize the clinical radiotherapy process, whereas traditional approaches use manual annotation by specialist doctors, which is time-consuming and laborious, therefore, automatic organ segmentation of subabdominal MRI images is a valuable research topic.

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