While the proposed data augmentation methods have shown effectiveness in Chinese disease name normalization tasks, applying them to English disease names may present challenges due to differences in language structure and semantics. For instance, English diseases may contain single words representing multiple axes, making it complex to adapt the concept directly. Further research would be needed to modify these methods for English datasets, considering nuances like word meanings and syntactic structures unique to English medical terminology.