2025 is the year to go beyond proof-of-concept in using AI for Drug Discovery. This theatre will share examples from a diverse array of pharma companies on how to best utilise the latest AI models for drug target ID and prioritisation, data strategies to better support the integration of advance AI approaches into the pharma pipeline and how AI can accelerate the analysis of important datasets.
11:30
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AI in Drug Discovery Stage30 minsExplore how machine learning algorithms and AI-driven data analysis are transforming the early stages of drug discovery, enhancing the identification of potential drug candidates Understand how AI tec ...
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12:00
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AI in Drug Discovery Stage30 minsTBC
12:30
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AI in Drug Discovery Stage30 minsOverview of Target Identification and Validation in drug discovery and research Importance of FAIR (Findable, Accessible, Interoperable, and Reusable) data principles in research data management How O ...
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13:00
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AI in Drug Discovery Stage85 mins
14:25
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AI in Drug Discovery Stage30 minsExplore how foundation models are used to generate new molecular structures and predict their properties, accelerating drug design. Discuss how generative AI techniques are creating novel drug candida ...
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14:55
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AI in Drug Discovery Stage30 minsTBC
15:25
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AI in Drug Discovery Stage30 minsLeveraging A Single Cell Foundation Model to Identify Primary Resistance Signals Utilizing single-cell models to uncover primary resistance mechanisms in diseases Identifying key biomarkers of resi ...
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15:55
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AI in Drug Discovery Stage30 mins
16:25
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AI in Drug Discovery Stage30 minsInvestigate how AI/ML models assess the activity and safety of small molecules in early drug discovery stages. Examine how AI-driven insights expedite target identification and compound optimization. ...
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16:55
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AI in Drug Discovery Stage30 minsTBC
17:25
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AI in Drug Discovery Stage30 minsHow are you using machine learning models for target discovery and validating AI-identified targets? Highlighting current limitations of AI-identified targets and potential pathways for moving forward ...Speaker(s)
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11:30
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AI in Drug Discovery Stage30 minsUnderstand how genomics and iPSCs are used to model diseases, identify genetic mutations, and study disease mechanisms in a personalized context. Learn how AI accelerates drug discovery by predicting ...
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12:00
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AI in Drug Discovery Stage30 minsTBC
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AI in Drug Discovery Stage30 minsLarge-Scale Cell Microscopy for Drug Discovery: High-throughput imaging screens for analyzing chemical/genetic perturbations. Scaling Foundation Models for Microscopy Data: Largest vision transformer ...
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13:00
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AI in Drug Discovery Stage70 mins
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AI in Drug Discovery Stage30 minsCase studies on two mature sequence learning applications for target finding and drug discovery at GSK Principles of AI/ML product management for biotechnology Challenges and opportunities in experime ...
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14:40
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AI in Drug Discovery Stage30 minsConnected Digital Ecosystem: Creating an end-to-end digital infrastructure that seamlessly integrates data, AI models, and analytics tools. Democratizing Data & AI: Developing user-friendly interface ...
15:10
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AI in Drug Discovery Stage30 minsHow can the integration of diverse data sources, such as genomic, clinical, and real-world data, enhance the accuracy and effectiveness of AI models in drug discovery? What are the most significant ch ...Speaker(s)
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