Web: http://arxiv.org/abs/2201.11037

Jan. 27, 2022, 2:10 a.m. | Shiqi Huang, Jianan Li, Yuze Xiao, Ning Shen, Tingfa Xu

cs.CV updates on arXiv.org arxiv.org

Automatic diabetic retinopathy (DR) lesions segmentation makes great sense of
assisting ophthalmologists in diagnosis. Although many researches have been
conducted on this task, most prior works paid too much attention to the designs
of networks instead of considering the pathological association for lesions.
Through investigating the pathogenic causes of DR lesions in advance, we found
that certain lesions are closed to specific vessels and present relative
patterns to each other. Motivated by the observation, we propose a relation
transformer block …

arxiv network segmentation transformer

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