chengjianhong

Pinned Repositories

• 3D-MRI-brain-tumor-segmentation-using-autoencoder-regularization

  Pytorch implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. [https://arxiv.org/abs/1810.11654]

  Language:Jupyter Notebook10

• BraTS2018-tumor-segmentation

  We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D UNet by adding additional brain parcellation with original MR images.

  Language:Python1100

• dogs_vs_cats

  猫狗大战

  Language:Jupyter Notebook10

• FedNova

  PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.

  Language:Python11

• glioma_grading

  Language:Jupyter Notebook21

• Glioma_IDH

  10

• hands-on-transfer-learning-with-python

  Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

  Language:Jupyter Notebook1100

• IDH

  Language:MATLAB10

• IDH_Prediction

  Use of Deep Learning to Predict IDH status from MR Imaging

  Language:MATLAB10

• image-segmentation-keras

  Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

  Language:Python1100

chengjianhong's Repositories