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A causality-invariant relation learning framework for geometry-driven zero-shot cross-modal retrieval of dermoscopic vascular patterns

Author:

Yu Zhou,Yan Dong,Jun Wang,Waleid Mohamed EL-Sayed Shakweer,Ibrahim Mohamed EL-Sayed Shakweer,Zhigang Hu,Qiang Li

Publication:

Expert Systems with Applications

Publisher:

Elsevier

Date:

10 June 2026

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