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Data · dataset · 2026

Code related to the TDBVM network

Listed in ScienceDB

This resource is the supporting code for the paper "Skin lesion segmentation based on topological priors and dual branch visual Mamba", mainly used to reproduce the TDBVM method proposed in the paper.

Description

This method adopts a dual encoder architecture to extract topological structure priors and deep semantic features separately. The topology branch introduces a multi-color space topology component extraction module to generate a topology information graph.

Through multi-scale fusion mechanism, topological priors effectively guide visual feature learning, enhance the model's perception ability of complex boundaries and lesion morphology, and effectively suppress artifact interference. The code supports model training, inference testing, and experimental reproduction, and can be used to verify the relevant experimental settings and results in the paper. 

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Where it is published

Catalogue records · 1

Topics

Provenance · 1 source records, 10 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.crad.0001110 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
license_textsource · scidb cnconnector:scidb_cn@1.0.0
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title