X Cell
topic on 1 show · 3 statements across 1 episodes · said 22 times in 1 episodes since 2026
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Wang: X-Cell Can Predict Combinatorial Gene Perturbations In Silico
“This is also why we incorporate PPI networks as the prior knowledge into our model. And although the model right now are trained on single gene perturbations, but once the model is trained, you can actually predict combinatorial perturbations just on the model…”
Wang: Data Quality and Scale Matter More Than Architecture or Priors
“Overall, if we have to give an order, my order would be the quality among scale of the datasets, and then the architecture, and then the prior knowledge.”
Wang: X-Cell predicts cell responses to genetic and chemical perturbations
“X-Cell is Xera's first virtual cell models. It is an AI model that can predict the response to genetic perturbations. Certainly we can extend it to other type of interventions such as drug perturbations chemical perturbations, et cetera.”