Cell-Vision Fusion: A Swin Transformer-based Approach to Predicting Kinase Inhibitor Mechanism of Action from Cell Painting Data
W. Dee, I. Sequeira, A. Lobley, G. 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.
bioRxiv · Dec 13, 2023Cell Biology