Optimizing skin disease diagnosis: harnessing online community data with contrastive learning and clustering techniques

Optimizing skin disease diagnosis: harnessing online community data with contrastive learning and clustering techniques

Abstract Skin diseases pose significant challenges in China. Internet health forums offer a platform for millions of users to discuss skin diseases and share images for early intervention, leaving large amount of valuable dermatology images. However, data quality and annotation challenges limit the...

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Bibliographic Details
Main Authors:	Yue Shen, Huanyu Li, Can Sun, Hongtao Ji, Daojun Zhang, Kun Hu, Yiqi Tang, Yu Chen, Zikun Wei, Junwei Lv
Format:	Article
Language:	English
Published:	Nature Portfolio 2024-02-01
Series:	npj Digital Medicine
Online Access:	https://doi.org/10.1038/s41746-024-01014-x

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