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Gastric precancerous diseases classification using CNN with a concise model

Gastric precancerous diseases (GPD) may deteriorate into early gastric cancer if misdiagnosed, so it is important to help doctors recognize GPD accurately and quickly. In this paper, we realize the classification of 3-class GPD, namely, polyp, erosion, and ulcer using convolutional neural networks (...

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Podrobná bibliografie
Vydáno v:PLoS One
Hlavní autoři: Zhang, Xu, Hu, Weiling, Chen, Fei, Liu, Jiquan, Yang, Yuanhang, Wang, Liangjing, Duan, Huilong, Si, Jianmin
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2017
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5614663/
https://ncbi.nlm.nih.gov/pubmed/28950010
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0185508
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