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Oct, 2023
MUSCLE:多任务自监督持续学习以预训练多个身体部位的X射线图像深度模型
MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-ray Images of Multiple Body Parts
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Weibin Liao, Haoyi Xiong, Qingzhong Wang, Yan Mo, Xuhong Li...
TL;DR
通过使用自监督多任务持续预训练,研究了改进X射线图像分析表征学习的方法,并在多个医学图像任务中评估了其性能。
Abstract
While
self-supervised learning
(SSL) algorithms have been widely used to pre-train deep models, few efforts [11] have been done to improve representation learning of
x-ray image analysis
with SSL pre-trained mode
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