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Explore the intersection of phenomics, microscopy, and machine learning in drug discovery through this recorded lecture from the 2024 Machine Learning for Drug Discovery Summer School at Mila. Delve into how advanced imaging techniques and computational methods are revolutionizing the field of drug development. Learn from expert speaker Anne Carpenter as she discusses the latest advancements in using microscopy data and machine learning algorithms to accelerate the drug discovery process. Gain insights into how phenotypic screening and image-based profiling are enhancing our understanding of cellular responses to potential therapeutic compounds. Discover the potential of these cutting-edge approaches to identify novel drug candidates and predict their efficacy and safety profiles. Connect with the speaker and other participants through the Valence Labs Portal for further discussions and networking opportunities.
