Essays about: "Ximeng Yang"
Found 1 essay containing the words Ximeng Yang.
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1. The Classification of Kinase Inhibitors on Five Channel Cell Painting Data Using Deep Learning
University essay from Uppsala universitet/Institutionen för farmaceutisk biovetenskapAbstract : Purpose This project aims to explore the classification method of kinase inhibitors with five-channel cell painting image data based on the deep learning model. Methods A ResNet50 transfer learning model was used as the starting point to build the deep neural network (DNN) model, where different DNN parameters were selected to make the deep learning model more suitable for the cell painting data. READ MORE
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