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MaxMatch: Semi-Supervised Learning With Worst-Case Consistency.

Yangbangyan Jiang, Xiaodan Li, Yuefeng Chen, Yuan He, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang,

In recent years, great progress has been made to incorporate unlabeled data to overcome the inefficiently supervised problem via semi-supervised learning (SSL). Most state-of-the-art models are based on the idea of pursuing consistent model predictions over unlabeled data toward the input noise, which is called consistency regularization. Nonetheless, there is ... Read more >>

IEEE Trans Pattern Anal Mach Intell (IEEE transactions on pattern analysis and machine intelligence)
[2022, PP:]

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Therapeutic effect of intraosseous norepinephrine infusion in a minipig model of septic shock

Yanyan Liu, Xiaodan Li, Yupeng Wang, Peng Wang, Qingbian Ma, Lingyun Zu,

<h4>Background: </h4> Studies have indicated that not every drug can achieve the same therapeutic effect or prognosis as intravenous injection when administered via intraosseous (IO) access. The purpose of this study was to establish an experimental minipig model of septic shock to compare the differences in the efficacy for the ... Read more >>

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