Lifang He's repositories
NeurIPS18_SURF
Boosted Sparse and Low-Rank Tensor Regression
3DUnet-Tensorflow-Brats18
3D Unet biomedical segmentation model powered by tensorpack with fast io speed
Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
Beijing-PM2.5-Forecasting
Prediction of Beijing PM2.5 using classic machine learning methods
CLaR
Concomitant Lasso with Repetitions
closed-form-matting
Python implementation of A. Levin D. Lischinski and Y. Weiss. A Closed Form Solution to Natural Image Matting. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2006, New York
cnn-graph-classification
A convolutional neural network for graph classification in PyTorch
Deep-MRI-Reconstruction
Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction: Implementation & Demo
FuzzConn
Matlab code for image segmentation by Fuzzy Connectedness
matlab-common-tools
A collection of independent tools, by folder, for surgical and interventional applications
mba
Demo code for the paper: Mini-Batch AUC Optimization
medSynthesis
medical image synthesis with GAN framework based on tensorflow (we also have a better version in pytorch: https://github.com/ginobilinie/medSynthesisV1)
mgan
Masking GAN - Image attribute mask generation
MLSTM-FCN
Multivariate LSTM Fully Convolutional Networks for Time Series Classification
MultimodalPrognosis
Deep Learning with Multimodal Representation for Pancancer Prognosis Prediction
osqp-python
Python interface for OSQP
PCCA
Code for performing PCA followed by CCA
retina-features
Project for segmentation of blood vessels, microaneurysm and hardexudates in fundus images.
SemanticSegmentation_DL
Resources of semantic segmantation based on Deep Learning model
StackExchangeCodes
Codes related to answers on StackExchange Network.
tslearn
A machine learning toolkit dedicated to time-series data
YNet
Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images