Non-Local Attention and Densely-Connected Convolutional Neural Networks for Malignancy Suspiciousness Classification of Gastric Ulcer

Non-Local Attention and Densely-Connected Convolutional Neural Networks for Malignancy Suspiciousness Classification of Gastric Ulcer

Gastric ulcer is one of the most common types of stomach disease. Malignancy suspiciousness classification of gastric ulcer is a crucial indicator for early cancer detection and prognosis. Technically, this problem suffers from the complexity and variability of endoscopic pathological images. For ad...

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Bibliographic Details
Main Authors: Muyi Sun, Kaiyi Liang, Wenbao Zhang, Qing Chang, Xiaoguang Zhou
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Gastric ulcer
attention mechanism
malignancy suspiciousness classification
densely-connected neural network
medical image analysis
Online Access:https://ieeexplore.ieee.org/document/8962033/

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