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/multi-view
LifangHe/Augmentor
Image augmentation library in Python for machine learning.
LifangHe/awesome-network-analysis
A curated list of awesome network analysis resources.
LifangHe/Brain-tumor-segmentation
A deep learning based approach for brain tumor MRI segmentation.
LifangHe/ColorMIP_Mask_Search
ColorMIP_Mask_Search plugin for Fiji
LifangHe/connectir
Advanced functional connectivity functions and scripts including ones for connectome-wide association studies.
LifangHe/cvat
Powerful and efficient Computer Vision Annotation Tool (CVAT)
LifangHe/DeepCNF_AUC
Training Conditional Random Fields (CRF) by Maximizing Area Under the ROC Curve (AUC)
LifangHe/Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
LifangHe/DIR-QA
Deformable image registration benchmarking and quality-assurance
LifangHe/gcn
Implementation of Graph Convolutional Networks in TensorFlow
LifangHe/gen-dmcca
Generalized Deep Multiset Canonical Correlation Analysis for Multiview Learning of Speech Representations
LifangHe/gene-graph-conv
Towards Gene Expression Convolutions using Gene Interaction Graphs
LifangHe/H-DenseUNet
TMI 2018. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes
LifangHe/img_pipe
Image processing pipeline for ECoG data
LifangHe/intermediate-cnn-features
Feature extraction from videos based on intermediate layers of a Convolutional Neural Network.
LifangHe/Labelbox
Labelbox is the fastest way to annotate data to build and ship computer vision applications.
LifangHe/labelImg
:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images
LifangHe/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
LifangHe/meta-transfer-learning-tensorflow
The TensorFlow implementation for "Meta-Transfer Learning for Few-Shot Learning"
LifangHe/pennai
the Penn AI engine.
LifangHe/predict-opioid-prescribers
A pattern focusing on how to use scikit learn and python in Watson Studio to predict opioid prescribers based off of a 2014 kaggle dataset.
LifangHe/pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
LifangHe/PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
LifangHe/retina-unet
Retina blood vessel segmentation with a convolutional neural network
LifangHe/sd-maskrcnn
Code for SD Mask R-CNN Project
LifangHe/tensorly
TensorLy: Tensor Learning in Python.
LifangHe/trimap_generator
Generating automatic trimap through pixel dilation and strongly-connected-component algorithms
LifangHe/UA
LifangHe/vagan-code
Tensorflow implementation of 'Visual Feature Attribution using Wasserstein GANs'