학술논문
A deep-learning model for intracranial aneurysm detection on CT angiography images in China: a stepwise, multicentre, early-stage clinical validation study
Document Type
Article
Author
Hu, Bin; Shi, Zhao; Lu, Li; Miao, Zhongchang; Wang, Hao; Zhou, Zhen; Zhang, Fandong; Wang, Rongpin; Luo, Xiao; Xu, Feng; Li, Sheng; Fang, Xiangming; Wang, Xiaodong; Yan, Ge; Lv, Fajin; Zhang, Meng; Sun, Qiu; Cui, Guangbin; Liu, Yubao; Zhang, Shu; Pan, Chengwei; Hou, Zhibo; Liang, Huiying; Pan, Yuning; Chen, Xiaoxia; Li, Xiaorong; Zhou, Fei; Schoepf, U Joseph; Varga-Szemes, Akos; Garrison Moore, W; Yu, Yizhou; Hu, Chunfeng; Zhang, Long Jiang; Hu, Bin; Shi, Zhao; Lu, Li; Miao, Zhongchang; Wang, Hao; Zhou, Zhen; Zhang, Fandong; Wang, Rongpin; Luo, Xiao; Xu, Feng; Li, Sheng; Fang, Xiangming; Wang, Xiaodong; Yan, Ge; Lv, Fajin; Zhang, Meng; Sun, Qiu; Cui, Guangbin; Liu, Yubao; Zhang, Shu; Pan, Chengwei; Hou, Zhibo; Liang, Huiying; Pan, Yuning; Chen, Xiaoxia; Li, Xiaorong; Zhou, Fei; Tan, Bin; Liu, Feidi; Chen, Feng; Gu, Hongmei; Hou, Mingli; Xu, Rui; Zuo, Rui; Tao, Shumin; Chen, Weiwei; Chai, Xue; Wang, Wulin; Dai, Yongjian; Chen, Yueqin; Zhou, Changsheng; Lu, Guang Ming; Schoepf, U.Joseph; Moore, W.Garrison; Varga-Szemes, Akos; Yu, Yizhou; Hu, Chunfeng; Zhang, Longjiang
Source
The Lancet Digital Health; April 2024, Vol. 6 Issue: 4 pe261-e271, 11p
Subject
Language
ISSN
25897500
Abstract
Artificial intelligence (AI) models in real-world implementation are scarce. Our study aimed to develop a CT angiography (CTA)-based AI model for intracranial aneurysm detection, assess how it helps clinicians improve diagnostic performance, and validate its application in real-world clinical implementation.