LifangHe
I have a broad research interest in machine learning, data mining, and biomedical informatics.
University of Pennsylvania
Pinned Repositories
atlasreader
Python interface for generating coordinate tables and region labels from statistical MRI images
awesome-deeplearning-resources
Deep Learning and deep reinforcement learning research papers and some codes
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
awesome-graph-explainability-papers
Papers about explainability of GNNs
BrainGNN_Pytorch
A preliminary implementation of BrainGNN
DeepLearning
GWAS-BCCAD
Analysis Pipelines to replicatet the analysis of: Genome-Wide Association Study of Brain Connectivity Changes for Alzheimer’s Disease
KDD16_HAM
Joint Community and Structural Hole Spanner Detection via Harmonic Modularity
NeurIPS18_SURF
Boosted Sparse and Low-Rank Tensor Regression
SDM14_DuSK
DuSK: A Dual Structure-preserving Kernel for Supervised Tensor Learning with Applications to Neuroimages
LifangHe's Repositories
LifangHe/atlasreader
Python interface for generating coordinate tables and region labels from statistical MRI images
LifangHe/awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
LifangHe/DeepLearning
LifangHe/multiview-learning
LifangHe/UNet-family
Paper and implementation of UNet-related model.
LifangHe/AdversarialCanonicalCorrelationAnalysis
LifangHe/Alzheimers-DL-Network
A CNN-LSTM deep learning model for prognostic prediction and classification of Alzheimer's MRI neuroimages.
LifangHe/ANTs
Advanced Normalization Tools (ANTs)
LifangHe/awesome-federated-computing
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
LifangHe/Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
LifangHe/awesome-multi-omics
List of software packages for multi-omics analysis
LifangHe/BraTS-2020
A complete pipeline for BraTS 2020
LifangHe/cd-diagram
Critical difference diagram with Wilcoxon-Holm post-hoc analysis.
LifangHe/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.
LifangHe/cs-video-courses
List of Computer Science courses with video lectures.
LifangHe/DeepClustering
Methods and Implements of Deep Clustering
LifangHe/DeepNeuro
A deep learning python package for neuroimaging data. Made by:
LifangHe/GAug
LifangHe/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.
LifangHe/hgcn
Hyperbolic Graph Convolutional Networks in PyTorch.
LifangHe/LiteratureDL4Graph
A comprehensive collection of recent papers on graph deep learning
LifangHe/medical-data
LifangHe/multi-drug-embedding
Method for drug repurposing from knowledge graphs and literature
LifangHe/MultiPlanarUNet
Multi-Planar UNet for autonomous segmentation of 3D medical images
LifangHe/nconv
A PyTorch implementation for our work "Confidence Propagation through CNNs for Guided Sparse Depth Regression"
LifangHe/PaddleFL
Federated Deep Learning in PaddlePaddle
LifangHe/pytorch-fm
Factorization Machine models in PyTorch
LifangHe/QDeep
Distance-based protein model quality estimation using deep ResNets
LifangHe/sCCA
Sparse Canonical Correlation Analysis (sCCA)
LifangHe/Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network