EpiBrCan-Lite:使用表观基因组数据进行乳腺癌亚型分类的轻量级深度学习模型

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Methyl-binding DNA capture Sequencing for Patient Tissues
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Punam Bedi1, Surbhi Rani1, Bhavna Gupta2

  • 1Department of Computer Science, University of Delhi, Delhi, India.

Computer methods and programs in biomedicine
|December 12, 2024
PubMed
概括

一个新的轻量级模型,EpiBrCan-Lite,使用DNA甲基化数据准确地分类乳腺癌亚型. 这种方法可以显著降低可训练重量参数,同时保持高性能,解决现有方法的局限性.

关键词:
乳腺癌疾病 乳腺癌疾病的DNA甲基化数据.在表观基因学上,表观基因学有门的经常性单位.在SMOTE中使用.变压器编码器编码器

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