Sponsor Led Roundtable: Modeling resistance: Can AI predict drug response without experimentally grounded multiomic data?
09 Sept 2026
Drug Response Prediction
- How can multiomic PDX data help AI models identify biologically meaningful drug-response relationships?
- Where do genomic and transcriptomic profiles fall short without functional in vivo evidence?
- How should datasets account for tumor heterogeneity, treatment context, and model lineage when training drug-response prediction algorithms?
- How can PDX-derived evidence complement clinical and real-world data without treating these fundamentally different datasets as interchangeable?
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