deep learning

Drug Discovery

Project like Retrosynthesis, Docking, Affinity Prediction.

Medical Image Analysis

Detection/Classification/Segmentation of the target organs.

Training 2D nnUNet with personal dataset

Introduction nnUNet (no-new-network-Unet) is proposed to offer a end-to-end training for image segmentation, and achieve state-of-the-art performance in over 10 medical image segmentation tasks, as introduced in paper Automated Design of Deep Learning Methods for Biomedical Image Segmentation.