Cell BiologyiSciencePeer-reviewed
Cell-Vision Fusion: A Swin Transformer-based Approach to Predicting Kinase Inhibitor Mechanism of Action from Cell Painting Data
William Dee, Inês Sequeira, Anna Lobley, Greg Slabaugh
This paper develops a Swin Transformer-based model to predict kinase inhibitor mechanisms of action from Cell Painting data, achieving higher accuracy than traditional image-based profile methods.
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