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/SDM14_DuSK
DuSK: A Dual Structure-preserving Kernel for Supervised Tensor Learning with Applications to Neuroimages
LifangHe/awesome-deeplearning-resources
Deep Learning and deep reinforcement learning research papers and some codes
LifangHe/aapm_thoracic_challenge
AAPM 2017 Thoracic Segmentation Challenge
LifangHe/AffinityBasedMattingToolbox
A collection of common affinity-based image matting and matte refinement algorithms.
LifangHe/alphaMatting
Alpha matting to use with intelligent scissors
LifangHe/awesome-bio-datasets
awesome-bio-datasets
LifangHe/BRAINSTools
A suite of tools for medical image processing focused on brain analysis
LifangHe/DeepCCA
An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with Keras.
LifangHe/DeepCCA_tensorflow
An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with Keras. Based on VahidooX's Theano implementation.
LifangHe/gcn_metric_learning
Metric Learning with Graph Convolutional Neural Networks
LifangHe/iRRR
Integrative Reduced Rank Regression with Multi-View Predictors
LifangHe/LowRankTRN
Code for the paper "Tensor Regression Networks with various Low-Rank Tensor Approximations"
LifangHe/luna16
LUNA16 Lung Nodule Analysis - NWI-IMC037 Final Project
LifangHe/mask-generator
Generates masks you can print out, cut and wear from images of faces.
LifangHe/mgan
Masking GAN - Image attribute mask generation
LifangHe/MTL-Bioinformatics-2016
LifangHe/MultiwayRegression
Perform tensor-on-tensor regression
LifangHe/nscancor
:exclamation: This is a read-only mirror of the CRAN R package repository. nscancor — Non-Negative and Sparse CCA. Homepage: http://sigg-iten.ch/research/ Report bugs for this package: https://github.com/chrsigg/nscancor/issues
LifangHe/OpenCE
Contrast Enhancement Techniques for low-light images
LifangHe/PyTorch-mask-x-rcnn
PyTorch implementation of the Mask-X-RCNN network proposed in the 'Learning to Segment Everything' paper by Facebook AI Research
LifangHe/qd-imd
Quick Draw Irregular Mask Dataset
LifangHe/SFM
Structural Factorization Machines
LifangHe/SonoNet-weights
Model descriptions and weights for all the variations of the SonoNet for real-time fetal standard scan plane detection.
LifangHe/SparseTensorRegression
This repository implements the core function of paper "Sparse Multi-Response Tensor Regression for Alzheimer's Disease Study With Multivariate Clinical Assessments".
LifangHe/speaker-recognition
Machine Learning - Speaker recognition
LifangHe/SPNN
LifangHe/Symmetric-Bilinear-Regression
Matlab code for fitting symmetric bilinear model
LifangHe/tensorflow-DeepFM
Tensorflow implementation of DeepFM for CTR prediction.
LifangHe/TGAN
Code for the paper "Tensorizing Generative Adversarial Nets"
LifangHe/tMVFS