161 citations · 162 across the 3 of their papers we have counts for
3 papers
cs.HC2026
Human-Guided Causal Knowledge Injection for Virtual Cells
Pengcheng Wang, Changjian Chen, Zhuo Tang +4
Virtual cells employ machine learning models to simulate and predict cellular behaviors, serving as a critical computational framework for investigating health and disease. Injecti…
cs.CY2025★ 1 cited
Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery
You Wu, Philip E. Bourne, Lei Xie
Artificial intelligence (AI) has sparked immense interest in drug discovery, but most current approaches only digitize existing high-throughput experiments. They remain constrained…
cs.AI2024★ 161 cited
AI-driven multi-omics integration for multi-scale predictive modeling of causal genotype-environment-phenotype relationships
You Wu, Lei Xie
Despite the wealth of single-cell multi-omics data, it remains challenging to predict the consequences of novel genetic and chemical perturbations in the human body. It requires kn…