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Cell Morphology-Guided De Novo Hit Design by Conditioning GANs on Phenotypic Image Features

Cell Morphology-Guided De Novo Hit Design by Conditioning GANs on Phenotypic Image Features

Valence Labs via YouTube Direct link

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Cell Morphology-Guided De Novo Hit Design by Conditioning GANs on Phenotypic Image Features

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  1. 1 - Intro
  2. 2 - Using Profiling Technologies to Guide the Design of Small Molecules
  3. 3 - Model Evaluation
  4. 4 - Can the Model Generate Bioactives for Specific Targets?
  5. 5 - Interpolation Experiments
  6. 6 - Conclusion & Outlook
  7. 7 - Q&A

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