Brain tumor image segmentation based on prior knowledge via transformer
Qiang Li,
Hengxin Liu,
Weizhi Nie
et al.
Abstract:Many researchers use AI to improve the accuracy of early diagnostic techniques. However, as a result of the tumor's uneven shape, fuzzy borders and too few data, existing tumor segmentation methods do not propose accurate segmentation results. We innovative introduces the prior knowledge learned to filter the noise information and guide the final network to generate a more accurate segmentation model. First, we introduce a classification network with an attention block to highlight the potential location of th… Show more
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