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Nov, 2023
基于解剖限制与不确定性的气胸分割
Leveraging Anatomical Constraints with Uncertainty for Pneumothorax Segmentation
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Han Yuan, Chuan Hong, Nguyen Tuan Anh Tran, Xinxing Xu, Nan Liu
TL;DR
提出了一种新颖的方法,在2D胸部放射学图像上训练深度学习模型进行自动肺气肿分割,通过将肺+空间作为约束来提高分割性能。
Abstract
pneumothorax
is a medical emergency caused by abnormal accumulation of air in the pleural space - the potential space between the lungs and chest wall. On 2D
chest radiographs
,
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