Abstract: Highlights•The advancements of automatic retinal vessel segmentation have been summarized.•A summary has been conducted from both supervised and unsupervised learning.•We analyzed the advantages and disadvantages of existing vessel segmentation methods.•Our work provides a more efficient and comprehensive way to understanding the field.
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