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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Detalles Bibliográficos
Autores principales: Zhang, Xu, Hu, Weiling, Chen, Fei, Liu, Jiquan, Yang, Yuanhang, Wang, Liangjing, Duan, Huilong, Si, Jianmin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5614663/
https://www.ncbi.nlm.nih.gov/pubmed/28950010
http://dx.doi.org/10.1371/journal.pone.0185508

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