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Assistant Diagnosis of Basal Cell Carcinoma and Seborrheic Keratosis in Chinese Population Using Convolutional Neural Network

OBJECTIVES: To evaluate CNN models' performance of identifying the clinical images of basal cell carcinoma (BCC) and seborrheic keratosis (SK) and to compare their performance with that of dermatologists. METHODS: We constructed a Chinese skin diseases dataset which includes 1456 BCC and 1843 S...

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Detalhes bibliográficos
Publicado no:J Healthc Eng
Main Authors: Huang, Kai, He, Xiaoyu, Jin, Zhentao, Wu, Lisha, Zhao, Xinyu, Wu, Zhe, Wu, Xian, Xie, Yang, Wan, Miaojian, Li, Fangfang, Liu, Dihui, Yu, Nianzhou, Li, Mingjia, Su, Juan, Zhao, Shuang, Chen, Xiang
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7422221/
https://ncbi.nlm.nih.gov/pubmed/32832046
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2020/1713904
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