Lifang He's repositories
atlasreader
Python interface for generating coordinate tables and region labels from statistical MRI images
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
UNet-family
Paper and implementation of UNet-related model.
Alzheimers-DL-Network
A CNN-LSTM deep learning model for prognostic prediction and classification of Alzheimer's MRI neuroimages.
awesome-federated-computing
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
awesome-multi-omics
List of software packages for multi-omics analysis
BraTS-2020
A complete pipeline for BraTS 2020
cd-diagram
Critical difference diagram with Wilcoxon-Holm post-hoc analysis.
Contour-Based-Blood-Vessel-Segmentation-in-Retinal-Fundus-Images
This project involves segmenting blood vessels from retinal fundus images using OpenCV. This work was done as a part of an academic project.
cs-video-courses
List of Computer Science courses with video lectures.
DeepClustering
Methods and Implements of Deep Clustering
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
LiteratureDL4Graph
A comprehensive collection of recent papers on graph deep learning
multi-drug-embedding
Method for drug repurposing from knowledge graphs and literature
MultiPlanarUNet
Multi-Planar UNet for autonomous segmentation of 3D medical images
pytorch-fm
Factorization Machine models in PyTorch
Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network