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May, 2020
利用变分数据插补从胸部X光片中分割肺部
Lung Segmentation from Chest X-rays using Variational Data Imputation
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Raghavendra Selvan, Erik B. Dam, Sofus Rischel, Kaining Sheng, Mads Nielsen...
TL;DR
本文针对肺部模糊病灶等呼吸系统疾病及新型冠状病毒肺炎病情下，难以对胸部X光片进行自动图像分析，提出使用深度生成模型进行数据插值的改进型卷积神经网络，有效地实现了在异常情况下进行自动化风险评估。
Abstract
pulmonary opacification
is the inflammation in the lungs caused by many respiratory ailments, including the novel corona virus disease 2019 (
covid-19
).
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