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Derm-Align: Dermatological diagnosis through multi-modal alignment and prompt learning

delete2026-08-07
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PRE
AI
J
Jian-Ping Mei *
J
Jiayu Shen
C
Chunlong Lu
L
Lihong Mei
G
Gao Yang *
DOI:10.1016/j.bspc.2026.111204delete
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Abstract

Abstract

En 中文
• Propose an efficient framework for rapid development of skin disease classification models. • Propose a novel dual adaptation strategy combining vision-language joint fine-tuning with prompt learning. • Design an automated modality completion pipeline for generate image-text pairs of skin disease images. • Present extensive experiments for performance evaluation on skin disease classification. • Publish a new dermatological dataset.

Journal

Biomedical Signal Processing and Control cover
Biomedical Signal Processing and Control
IF:
4.9
Papers:
9.7K
Citations:
2.4W

Organization

Z
zhejiang university of technology
Scholars:
3.1W
Papers: 1.9W
Citations: 22
J
jinshan hospital of fudan university
Scholars:
4
Papers: 2
Citations: 0
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