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Feb, 2020
量化侧面视图在深度学习胸部X光中的价值
Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays
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Mohammad Hashir, Hadrien Bertrand, Joseph Paul Cohen
TL;DR
本文研究如何利用深度学习模型从多角度的胸部X光图像中预测医学影像学标签，并探索了合并后楯前后位和侧位图像方法的不同影响，结果发现侧位的加入显著提高了 32 种医学影像学标签的检测能力。
Abstract
Most
deep learning models
in
chest x-ray prediction
utilize the posteroanterior (PA) view due to the lack of other views available. PadChest is a large-scale chest X-ray dataset that has almost 200 labels and mul
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