Paper Talk

1298-Conditional Gap for Single-Cell Perturbation Modelling


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The research introduces Conditional Monge Gap (CMonge), a mathematically grounded machine learning framework designed to predict how single cells respond to various treatments. Unlike previous models that require separate training for every individual condition, this global estimator uses optimal transport to learn from hundreds of drug and dose combinations simultaneously. By incorporating condit...去小宇宙查看完整单集简介
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Paper TalkBy 淼淼Elva