BriefGPT.xyz
Dec, 2019
医学影像分析中的噪声标签深度学习技术探究与研究
Deep learning with noisy labels: exploring techniques and remedies in medical image analysis
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Davood Karimi, Haoran Dou, Simon K. Warfield, Ali Gholipour
TL;DR
探讨了深度学习中标签噪声的影响,特别是在医疗应用中,给出了针对性的解决方案和建议,以提高深度模型在医疗图像分析中的准确程度。
Abstract
Supervised training of
deep learning
models requires large labeled
datasets
. There is a growing interest in obtaining such
datasets
for
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