BriefGPT.xyz
Aug, 2021
是否该用Transformer代替CNN处理医学图像?
Is it Time to Replace CNNs with Transformers for Medical Images?
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Christos Matsoukas, Johan Fredin Haslum, Magnus Söderberg, Kevin Smith
TL;DR
本文探讨在医学图像诊断领域中,卷积神经网络和视觉Transformer哪一种更优秀,发现使用预训练的视觉Transformer模型(尤其是自监督预训练)可以优化诊断性能。
Abstract
convolutional neural networks
(CNNs) have reigned for a decade as the de facto approach to automated
medical image diagnosis
. Recently,
vision tr
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