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Deep learning model for diagnosing early gastric cancer using preoperative computed tomography images

BackgroundEarly gastric cancer (EGC) is defined as a lesion restricted to the mucosa or submucosa, independent of size or evidence of regional lymph node metastases. Although computed tomography (CT) is the main technique for determining the stage of gastric cancer (GC), the accuracy of CT for deter...

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Principais autores: Qingwen Zeng, Zongfeng Feng, Yanyan Zhu, Yang Zhang, Xufeng Shu, Ahao Wu, Lianghua Luo, Yi Cao, Jianbo Xiong, Hong Li, Fuqing Zhou, Zhigang Jie, Yi Tu, Zhengrong Li
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2022-11-01
Serier:Frontiers in Oncology
Fag:
early gastric cancer
deep learning
computed tomography
convolutional neural
diagnosis
Online adgang:https://www.frontiersin.org/articles/10.3389/fonc.2022.1065934/full
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