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AI in Drug Discovery Xchange - San Diego - 2025

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  1. Drug Response Prediction
    • Drug Response Prediction
    Personalising drug dosages with phamacokinetics predictive modelling
    Dillon Flood
    Dillon Flood, Scientific Director & Co-Founder - Elsie Biotechnologies
  2. Target Identification
    • Target Identification
    Developing robust target validation in structural biology using AI
    Pedro de Jesus Cruz
    Pedro de Jesus Cruz, Associate Director - Merck
    • Data Quality
    • Drug Response Prediction
    • Lead Generation & Optimization
    • Target Identification
    Afternoon Refreshments
    • Data Quality
    • Drug Response Prediction
    • Lead Generation & Optimization
    • Target Identification
    Evening Drinks Reception
  5. Data Quality
    • Data Quality
    Methods of optimizing label consistency within high dimension screening data
    Erik Goka
    Erik Goka, Vice President - Revere Pharmaceuticals
  6. Drug Response Prediction
    • Drug Response Prediction
    Sponsor-Led Poster Presentation: Transfer Learning for Drug Response Prediction in Small, Sparse Datasets
      
  7. Lead Generation & Optimization
    • Lead Generation & Optimization
    Sponsor-Led Poster Presentation: Predicting Pharmacokinetics with AI: Improving Early-Stage Lead Optimization
  8. Target Identification
    • Target Identification
    Sponsor-Led Poster Presentation: Improving Predictive Models for Target Druggability Using Multi-Omics Datasets
  9. Data Quality
    • Data Quality
    Sponsor-Led Poster Presentation: Synthetic Data Generation for Drug Discovery
    • Data Quality
    • Drug Response Prediction
    • Lead Generation & Optimization
    • Target Identification
    1-2-1 Meetings / Networking Break
    • Data Quality
    • Drug Response Prediction
    • Lead Generation & Optimization
    • Target Identification
    1-2-1 Meetings / Networking Break
    • Data Quality
    • Drug Response Prediction
    • Lead Generation & Optimization
    • Target Identification
    Spotlight Presentation:
    • Data Quality
    • Drug Response Prediction
    • Lead Generation & Optimization
    • Target Identification
    Networking Lunch
  14. Drug Response Prediction
    • Drug Response Prediction
    Modeling Drug Resistance: AI Approaches to Predict Long-Term Efficacy
  15. Lead Generation & Optimization
    • Lead Generation & Optimization
    Adaptive Feedback Loops in AI-Driven Lead Optimization: Learning from Experimental Results
  16. Target Identification
    • Target Identification
    Building robust validation pipelines for AI-Discovered targets
  17. Data Quality
    • Data Quality
    Automating data cleaning and preprocessing: Tools and techniques for reducing human error
    • Data Quality
    • Drug Response Prediction
    • Lead Generation & Optimization
    • Target Identification
    Morning Refreshments
    • Data Quality
    • Drug Response Prediction
    • Lead Generation & Optimization
    • Target Identification
    1-2-1 Meetings / Networking Break
    • Data Quality
    • Drug Response Prediction
    • Lead Generation & Optimization
    • Target Identification
    1-2-1 Meetings / Networking Break
  21. Drug Response Prediction
    • Drug Response Prediction
    Machine learning as a method of modelling drug resistance mechanisms
    Leveraging Data for Model Training Interpreting Resistance Pathways Validation and Clinical Translat ...
    Rajesh Sharma
    Rajesh Sharma, Director of Pharmacology - Tentarix Biotherapeutics
  22. Lead Generation & Optimization
    • Lead Generation & Optimization
    Utilising generative models in de novo drug design for new lead generation
    Eric Martin
    Eric Martin, Director - Computational Chemistry - Novartis
  23. Target Identification
    • Target Identification
    Using artificial intelligence to predict off-target effects
    Pavan Ramkumar
    Pavan Ramkumar, Director of Machine Learning - Herophilus
  24. Data Quality
    • Data Quality
    Novel methods of overcoming data imbalance and bias mitigation
    Addressing Data Imbalance in AI Models Bias Detection and Mitigation Strategies Innovative Approache ...
    Isabelle Okuda
    Isabelle Okuda, Director, Head of Analytical Development - Takeda
    • Data Quality
    • Drug Response Prediction
    • Lead Generation & Optimization
    • Target Identification
    Opening Address & Keynote Presentation:
    • Data Quality
    • Drug Response Prediction
    • Lead Generation & Optimization
    • Target Identification
    Registration
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