Automatic detection of early gastric cancer in endoscopy based on Mask region-based convolutional neural networks (Mask R-CNN)(with video)

Automatic detection of early gastric cancer in endoscopy based on Mask region-based convolutional neural networks (Mask R-CNN)(with video)

The artificial intelligence (AI)-assisted endoscopic detection of early gastric cancer (EGC) has been preliminarily developed. The currently used algorithms still exhibit limitations of large calculation and low-precision expression. The present study aimed to develop an endoscopic automatic detecti...

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Bibliographic Details
Main Authors: Jing Jin, Qianqian Zhang, Bill Dong, Tao Ma, Xuecan Mei, Xi Wang, Shaofang Song, Jie Peng, Aijiu Wu, Lanfang Dong, Derun Kong
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Oncology
Subjects:
artificial intelligence - AI
region-based convolutional neural networks (R-CNN)
endoscopy
Early gastric cancer (EGC)
white light imaging
narrow band imaging (NBI)
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.927868/full

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