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

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 SK cli...

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Bibliographic Details
Main Authors: Kai Huang, Xiaoyu He, Zhentao Jin, Lisha Wu, Xinyu Zhao, Zhe Wu, Xian Wu, Yang Xie, Miaojian Wan, Fangfang Li, Dihui Liu, Nianzhou Yu, Mingjia Li, Juan Su, Shuang Zhao, Xiang Chen
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Journal of Healthcare Engineering
Online Access:http://dx.doi.org/10.1155/2020/1713904

Internet

http://dx.doi.org/10.1155/2020/1713904

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