A deep learning algorithm for detection of oral cavity squamous cell carcinoma from photographic images: A retrospective study

Fu, Qiuyun; Chen, Yehansen; Li, Zhihang; Jing, Qianyan; Hu, Chuanyu; Liu, Han; Bao, Jiahao; Hong, Yuming; Shi, Ting; Kai-xiong, LI; Zou, Haixiao; Song, Yong; Wang, Hengkun; Wang, Xiqian; Wang, Yufan; Liu, Jianying; Liu, Hui; Chen, Sulin; Chen, Ruibin; Zhang, Man; Zhao, Jingjing; Xiang, Junbo; Liu, Bing; Jia, Jun; Wu, Hanjiang; Zhao, Yifang; Wan, Lin; Xiong, Xuepeng

doi:10.1016/j.eclinm.2020.100558

Public

A deep learning algorithm for detection of oral cavity squamous cell carcinoma from photographic images: A retrospective study

Published in EClinicalMedicine • Sep 23, 2020

Authors:

Qiuyun Fu

Yehansen Chen

Zhihang Li

Abstract

BackgroundThe overall prognosis of oral cancer remains poor because over half of patients are diagnosed at advanced-stages. Previously reported screening and earlier detection methods for oral cancer still largely rely on health workers’ clinical experience and as yet there is no established method....

Subject

Medicine

Artificial intelligence

Deep learning

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