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  1. Data Quality
    • Data Quality
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    Spotlight Presentation: Multimodal Fusion of Empirical Structural Data and Deep Learning for Improved Modeling of Antibody–Antigen Complexes
    We present a multimodal AI framework that fuses radical footprinting data with deep learning to more ...
  2. Lead Generation & Optimization
    • Lead Generation & Optimization
    Machine learning and artificial intelligence approaches are rapidly transforming antibody drug disco ...

    novoprotein

  3. Data Quality
    • Data Quality
    Why most biopharma AI investments fail to deliver: the data is there, but the connections aren't Wha ...

    DrugBank

  4. Data Quality
    • Data Quality
    One of the issue with training models is having access to enough data of sufficient quality and well ...

    CDD Vault

  5. Target Identification
    • Target Identification
    Discuss the advantages of collaborative data models, including access to greater scale, diversity, a ...

    illumina

  6. Drug Design & Modeling
    • Drug Design & Modeling
  7. Lead Generation & Optimization
    • Lead Generation & Optimization
    Where has AI actually improved decision-making in lead optimization? Where do structural and foundat ...
  8. Drug Design & Modeling
    • Drug Design & Modeling
    Recent breakthroughs such as AlphaFold 3 and Boltz‑2 are expanding our ability to predict protein st ...
  9. Drug Response Prediction
    • Drug Response Prediction
    How do we systematically account for missing biological complexity, such as tissue interactions, pha ...
  10. Target Identification
    • Target Identification
    Effective target validation hinges on directional, evidence-backed mechanistic rationales. Here we p ...

    Biorelate

  11. Drug Response Prediction
    • Drug Response Prediction
    How can the integration of multi omic data and real-world evidence be used earlier in drug discovery ...
  12. Lead Generation & Optimization
    • Lead Generation & Optimization
    How can we effectively integrate generative AI / customize AI workflow to shorten the "Design" phase ...
  13. Target Identification
    • Target Identification
    Moving from association to causality in target ID Cell-type resolution as the missing link towards b ...
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    Opening Address & Keynote Presentation: The Data Behind the Agent: Why AI Workflows Fail Without the Right Foundation
    As pharmaceutical R&D embraces multi-agent AI systems, the bottleneck is shifting. The challenge is ...
  14. Data Quality
    • Data Quality
    How do we ensure data quality and provenance for AI-driven decisions? What are the biggest challenge ...
    • 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
    1-2-1 Meetings / Networking Break
  15. Target Identification
    • Target Identification
    Lack of understanding disease biology- lack of new targets Poor model translation Inefficient screen ...
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    Registration
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    Afternoon Refreshments
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    Spotlight Presentation: Zero-Click QSAR and Deep Learning Models Embedded in Chemically Aware Workflows
    CDD Vault introduces zero-click automated QSAR modeling, a fully hands-off AutoML system that contin ...
    • 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
  16. Target Identification
    • Target Identification
    Are we solving the right problem? How do we distinguish a computationally compelling target from a b ...

    SandboxAQ

  17. Lead Generation & Optimization
    • Lead Generation & Optimization
    Closing the loop: active learning in practice. What does a truly functional wet lab / AI feedback cy ...

    novoprotein

  18. Data Quality
    • Data Quality
    How are research teams combining external knowledge bases like literature, patents, trials, grants, ...

    Digital Science

    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    Morning Refreshments
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    1-2-1 Meetings / Networking Break