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Updated: Jul 13, 2026

MAME Models for 4D Live-cell Imaging of Tumor: Microenvironment Interactions that Impact Malignant Progression
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GEMDiff:一个扩散工作流桥梁正常和瘤基因表达状态:一个乳腺癌病例研究

Xusheng Ai1, Melissa C Smith1, F Alex Feltus2,3,4

  • 1Department of Electrical and Computer Engineering, Clemson University, Clemson, SC 29634, United States.

Briefings in bioinformatics
|March 11, 2025
PubMed
概括

GEMDiff是一种新的计算工作流,通过模拟正常和瘤状态之间的基因表达变化来增强乳腺癌研究. 这种方法有助于生物标记物的发现,并通过使用RNA-seq数据改善机器学习模型的性能.

关键词:
扩散模型的扩散模型.基因状态过渡的转变.生成型模型的生成型模型.遗传子系统发现发现基因型表型的相互作用.

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