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Zhiyuan Zhu, Xinling Meng, Junxuan Yu and Jiongquan Chen contribute equally to this work. Corresponding emails: and
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Tail classes in medical image classification can be effectively shielded from head-class encroachment, leading to significant improvements in performance.