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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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Zhang, Xu, Hu, Weiling, Chen, Fei, Liu, Jiquan, Yang, Yuanhang, Wang, Liangjing, Duan, Huilong, Si, Jianmin
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2017
Fag:
Research Article
Online adgang: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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