BriefGPT.xyz
Oct, 2022
一个单细胞基因表达语言模型
A single-cell gene expression language model
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William Connell, Umair Khan, Michael J. Keiser
TL;DR
提出了Exceiver模型,使用同一自我监督任务来处理单细胞RNA表达数据,学习基因之间的上下文依赖关系,并证明该模型具有迁移学习能力。
Abstract
gene regulation
is a dynamic process that connects genotype and phenotype. Given the difficulty of physically mapping mammalian gene circuitry, we require new
computational methods
to learn regulatory rules. Natu
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