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  1. Data Quality
    • Data Quality
    What is your individual role with data and what are the main categories of data you plan to expose t ...
  2. Drug Design & Modeling
    • Drug Design & Modeling
    Signal vs. Noise: How do we effectively integrate messy, diverse Real-World Data (RWD) with highly v ...
  3. Drug Response Prediction
    • Drug Response Prediction
    Causality from Real-World Data How can we reliably distinguish true drug-induced effects from confou ...
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    Spotlight Presentation: Bridging the Structural Data Gap for Discovery
    We present a multimodal AI framework that fuses radical footprinting data with deep learning to more ...
  4. Lead Generation & Optimization
    • Lead Generation & Optimization
    AI-driven protein and antibody design platforms can rapidly generate large candidate sets, but timel ...

    GenScript

  5. Lead Generation & Optimization
    • Lead Generation & Optimization
     AI-discovered molecules show a 2X Phase I success rate against a historic averages  — is that evide ...
  6. Drug Design & Modeling
    • Drug Design & Modeling
    • What defines a next-generation biomarker, and how are advances in multi-omics, imaging, liquid bio ...
  7. Target Identification
    • Target Identification
    Single cell profiling at a massive scale for applications such as target identification and biomarke ...

    10x Genomics

  8. Drug Response Prediction
    • Drug Response Prediction
    How can multi-omic data — including genomics, transcriptomics, proteomics, single-cell data, and fun ...
  9. Lead Generation & Optimization
    • Lead Generation & Optimization
    Given novel targets with no known chemical matter, how can AI/ML help identify hit molecules in eith ...
    • 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
    Drinks-Canape Reception
  10. Target Identification
    • Target Identification
    High-dimensional transcriptomic data can generate a long list of interesting signals. How do you dis ...
    • 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
    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
  11. Target Identification
    • Target Identification
    Integrating internal vs external evidence: where do knowledge graphs and shared ontologies solve tar ...

    Elsevier

  12. Lead Generation & Optimization
    • Lead Generation & Optimization
    How is AI reshaping lead optimization, and where is it delivering the greatest value today? Can gene ...

    Cresset Group

  13. 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
    • Data Quality
    • Target Identification
    • Lead Generation & Optimization
    • Drug Response Prediction
    • Drug Design & Modeling
    1-2-1 Meetings / Networking Break
  14. Data Quality
    • Data Quality
    What drug discovery problem are you working on that requires multi-modal datasets to address? For yo ...
    • 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 ...