John McNeil

Life Science R&D Informatics Strategist

Project team data visualization and decision support solutions - Core requirements and must-have features

John talks about the core requirements and must-have features of collaborative data visualization and decision support solutions in the DMTA cycle.

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ChemistryView: how Pfizer simplifies its legacy desktop chemistry systems

David introduces ChemistryView, Pfizer’s custom developed Java component designed to simplify  their legacy chemistry software systems. ChemistryView stemmed from a strong desire for the company’s often 20-years old applications to be user customizable and to have consistent tools for managing advanced stereochemistry.

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Generative AI Begins to Dominate the AI Conversation in Early Drug Discovery

Joe focuses on how deep neural networks and generative AI are transforming molecular design, improving predictions, and enhancing the drug discovery process.

 

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Are reaction data FAIR … and what can we do with that?

Gerd talks about how chemical reaction data needs to comply with FAIR principles in order to be reliable, reproductible, and be used for accurate AI/ML predictions. He addresses the specific challenges related to in-house chemical reaction data capturing and discuss what steps should be taken to make these databases more consistent for precise predictions.