BriefGPT.xyz
Mar, 2020
FocalMix：3D医学图像检测的半监督学习
FocalMix: Semi-Supervised Learning for 3D Medical Image Detection
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Dong Wang, Yuan Zhang, Kexin Zhang, Liwei Wang
TL;DR
本文提出了一种称为FocalMix的新方法，利用了半监督学习（SSL）的最新进展，以3D医学图像检测，经实验证明，在标注不足的情况下，比现有的监督学习方法提高了17.3％。
Abstract
Applying
artificial intelligence
techniques in
medical imaging
is one of the most promising areas in medicine. However, most of the recent success in this area highly relies on large amounts of carefully annotate
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