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README.md
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### Overview
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DAWO is a specialized Variational Autoencoder (VAE) designed to predict drug responses in cancer cell lines by integrating gene expression data with drug and cell line features. The model leverages multi-modal representation learning to capture complex interactions between drugs and cells, enabling more accurate prediction of drug responses across diverse conditions.
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### Demo - if Dawo was a startup 👀
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https://www.loom.com/share/23bb756458684b2eb416265049068331?sid=c3d6fab1-9041-4309-91bb-1a36a2fa3e16
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### Overview
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DAWO is a specialized Variational Autoencoder (VAE) designed to predict drug responses in cancer cell lines by integrating gene expression data with drug and cell line features. The model leverages multi-modal representation learning to capture complex interactions between drugs and cells, enabling more accurate prediction of drug responses across diverse conditions.
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