genome-wide perturbation datasets

1 statements across 1 episodes · 1 bullish · 0 bearish · 1 people on the record · first statement Jul 21, 2026 by Bo Wang · across every show →

Everything said about genome-wide perturbation datasets, oldest first

Jul 21, 2026 positive
Disclosure
Wang: X-Cell trains on causal perturbation data unlike static models
“What sets Excel different from these static expression models such as SGB or geneformers is that we actually, instead of training on gene expression datasets, we train on causal datasets. We train on massive amount of genome-wide perturbation datasets so that …”
Bo Wang Jul 21, 2026 ▶ 1:03:52 🔬Causal Models Need Causal Data - Xaira’s X-Cell model (Bo Wang & Ci Chu)
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