277-Squidiff: Predicting Cellular Responses

The paper introduces Squidiff, a novel computational framework based on a conditional diffusion model with a semantic encoder, designed to predict single-cell transcriptomic changes in response to various environmental stimuli. This predictive model addresses the limitations of previous methods by learning complex, high-resolution dynamic cellular states across different scenarios, including cell ...去小宇宙查看完整单集简介
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