Lingshu-Cell: A generative cellular world model for transcriptome modeling toward virtual cells

1. 1Learn the masked discrete diffusion model architecture
2. 2Apply the model to single-cell transcriptomics data
3. 3Evaluate the model's performance in generating realistic transcriptomic simulations
4. 4Use the model to predict cellular responses to perturbations

This research benefits bioinformaticians, computational biologists, and AI engineers working on single-cell transcriptomics and virtual cell development, as it provides a novel approach to modeling cellular states and predicting responses to perturbations

💡 Lingshu-Cell enables generative simulation of cellular states and prediction of responses to perturbations

🧬 Introducing Lingshu-Cell: a generative model for virtual cells #AI #singlecelltranscriptomics