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Development of a Deep Learning System to Detect Esophageal Cancer by Barium Esophagram

BackgroundImplementation of deep learning systems (DLSs) for analysis of barium esophagram, a cost-effective diagnostic test for esophageal cancer detection, is expected to reduce the burden to radiologists while ensuring the accuracy of diagnosis.ObjectiveTo develop an automated DLS to detect esoph...

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Principais autores: Peipei Zhang, Yifei She, Junfeng Gao, Zhaoyan Feng, Qinghai Tan, Xiangde Min, Shengzhou Xu
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2022-06-01
Serier:Frontiers in Oncology
Fag:
esophageal cancer
barium esophagram
deep learning
image detection
image classification
artificial intelligence
Online adgang:https://www.frontiersin.org/articles/10.3389/fonc.2022.766243/full
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