shu-hai

Pinned Repositories

3D_DenseSeg
The implementation of 3D_DenseSeg for infant brain MRI segmentation
Language:Python0 2 00
AD-ML
Framework for the reproducible classification of Alzheimer's disease using machine learning
Language:Python0 1 00
AJIVE_Project
This repository provides the AJIVE software in Matlab and all related Matlab scripts to reproduce the results in the paper Angle-basied Joint And Individual Variation Explained (Feng et.al., 2018). Please refer to README.md for instruction.
Language:MATLAB0 2 00
CDPA
CDPA: Common and Distinctive Pattern Analysis between High-dimensional Datasets (EJS-22 paper)
Language:Python7 2 03
D-CCA
A Decomposition-based Canonical Correlation Analysis for High-dimensional Datasets (JASA-20 paper)
Language:Python11 0 010
D-GCCA
Decomposition-based Generalized Canonical Correlation Analysis for Multi-view High-dimensional Data (JMLR-22 paper)
Language:Python5 2 01
FDRhmrf
A FDR controlling procedure based on hidden Markov random field (Biometrics-15 paper)
Language:C++4 0 00
SA_DNN
Sensitivity Analysis of Deep Neural Networks (AAAI-19 paper)
Language:Python11 2 25
SpatialCOVforTimeSeries
Estimation of Large Covariance and Precision Matrices from Temporally Dependent Observations (AOS-19 paper)
Language:R4 1 01
two-stage-VAE-Attention-gate-BraTS2020
2SCM-VAAG: A Two-Stage Cascade Model with Variational Autoencoders and Attention Gates for MRI Brain Tumor Segmentation (BraTS 2020 Challenge; BrainLes2020 paper)
Language:Python13 1 07

shu-hai's Repositories

shu-hai/3D_DenseSeg
The implementation of 3D_DenseSeg for infant brain MRI segmentation
Language:Python0 2 00
shu-hai/bayesian_dense
Bayesian Weight Uncertainty Dense Layer for Keras
Language:Python
shu-hai/breast_segment
Fully automated breast segmentation on Mammographies.
Language:Python
shu-hai/crfasrnn_keras
CRF-RNN Keras/Tensorflow version
Language:Python1 0
shu-hai/dense3dCrf
Fully-connected (dense) 3D CRF for processing biomedical scans
Language:C++
shu-hai/dmchallenge
The Digital Mammography DREAM Challenge
Language:Python1 0
shu-hai/DSB2017
The solution of team 'grt123' in DSB2017
Language:Python1 0
shu-hai/end2end-all-conv
End-to-end training for breast cancer diagnosis using deep all convolutional networks
Language:Jupyter Notebook2 0
shu-hai/endobrca
Use case demonstrating lir
Language:HTML1 0
shu-hai/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Language:Python1 0
shu-hai/iSeg2017-nic_vicorob
Implementation of the nic_vicorob team for addressing the MICCAI Grand Challenge on 6-month infant brain MRI segmentation iSeg2017
Language:Jupyter Notebook1 0
shu-hai/mammography
Repository for source relating to DREAM Mammograophy Challenge submission
Language:Python1 0
shu-hai/OnPLS
OnPLS: Orthogonal Projections to Latent Structures in Multiblock and Path Model Data Analysis
Language:Python1 0
shu-hai/pydensecrf
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.
Language:C++1 0
shu-hai/pytorch-cifar
95.16% on CIFAR10 with PyTorch
Language:Python2 0
shu-hai/scikits-bootstrap
Bootstrap Scikit for bootstrap confidence interval estimation.
Language:Python1 0
shu-hai/semantic_image_inpainting
Semantic Image Inpainting
Language:Python2 0
shu-hai/unet
unet for image segmentation
Language:Python1 0