Mapping variation of extracellular matrix in human keloid scar by label-free multiphoton imaging and machine learning.

Jia Meng,Guangxing Wang,Lingxi Zhou,Shenyi Jiang,Shuhao Qian,Lingmei Chen,Chuncheng Wang,Rushan Jiang,Chen Yang, Bo Niu,Yijie Liu,Zhihua Ding,Shuangmu Zhuo,Zhiyi Liu

Journal of biomedical optics（2023）

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摘要

The proposed approach has great potential for future dermatological clinical diagnosis and analysis and holds promise for the development of computer-aided systems to assist dermatologists in diagnosis and treatment.

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关键词

classification,keloid scar,machine learning,morphological feature,multiphoton imaging,textural feature

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