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AI in Drug Discovery Xchange - San Diego - 2027

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  1. Target Identification
    • Target Identification
    Structural modeling in practice: bridging performance gaps, thresholds for actionability, and defining meaningful performance improvements.
  2. Drug Design & Modeling
    • Drug Design & Modeling
    Poster Presentation: Translating Real-World & Multi-Omic Data into Target Prioritization for Drug Discovery
  3. Data Quality
    • Data Quality
    Poster Presentation: Integrating Protein Structure Prediction into AI Pipelines: Ensuring Data Quality for Reliable Drug Discovery
  4. Drug Response Prediction
    • Drug Response Prediction
    Poster Presentation: Causal Intelligence for Target Validation: A Mechanistic Characterisation of Efruxifermin (EFX) in MASH
  5. Drug Design & Modeling
    • Drug Design & Modeling
    Variability in preprocessing pipelines reduces confidence in results
    • Data Quality
    • Target Identification
    • Lead Identification & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    1-2-1 Meetings / Networking Break
  7. Lead Generation & Optimization
    • Lead Generation & Optimization
    Poster Presentation: From Model to Data and Back: Closing The Wet-Lab Loop in a Bayesian Discovery Platform
  8. Data Quality
    • Data Quality
    High-dimensional data needs a metadata ontology to multiply AI leverage
  9. Drug Design & Modeling
    • Drug Design & Modeling
    Translating real-World & multi-omic data into target prioritization for drug discovery
  10. Drug Response Prediction
    • Drug Response Prediction
    Modeling resistance: Can AI predict drug response without experimentally grounded multiomic data?
  11. Drug Response Prediction
    • Drug Response Prediction
    From signal detection to causal prediction: advancing AI for rare and severe adverse drug reactions
  12. Lead Generation & Optimization
    • Lead Generation & Optimization
    From target to lead: Designing and optimising AI discovered therapeutics for women's health
  13. Drug Design & Modeling
    • Drug Design & Modeling
    The next generation of biomarkers: leveraging the AI revolution
  14. Target Identification
    • Target Identification
    Poster Presentation: A Million Cells Is Just The Beginning: Chromium Flex Apex For Massive Scale Single Cell Profiling
  15. Drug Response Prediction
    • Drug Response Prediction
    Applying omic data analytics with real world evidence to predict personalised drug response
  16. Lead Generation & Optimization
    • Lead Generation & Optimization
    AI in small molecule hit generation and hit-to-lead
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    Drinks-Canape Reception
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    Registration
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    Opening Address & Keynote Presentation:
  20. Data Quality
    • Data Quality
    From fragmented to foundation ready, building trusted multimodal data ecosystems for scalable AI in drug discovery
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    Morning Refreshments
  22. Target Identification
    • Target Identification
    High-dimensional biology, actionable targets: advancing drug discovery through transcriptomics
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    1-2-1 Meetings / Networking Break
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    1-2-1 Meetings / Networking Break
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    Afternoon Refreshments
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    Spotlight Presentation:
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    1-2-1 Meetings / Networking Break
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    1-2-1 Meetings / Networking Break
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    Networking Lunch
  30. Target Identification
    • Target Identification
    Trustworthy target identification: knowledge graphs, provenance, and grounding - what we actually know
  31. Lead Generation & Optimization
    • Lead Generation & Optimization
    Rethinking lead optimization with AI: how can we make the molecules that matter?
  32. Data Quality
    • Data Quality
    Assembling the data stack: what pharma needs from external knowledge in the age of AI agents
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