Qian Hu's starred repositories
FetalCPSeg
A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI
UNet-family
Paper and implementation of UNet-related model.
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
ContextPrior
Implementation for "Context Prior for Scene Segmentation"
SimpleCVReproduction
Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.
ModelsGenesis
[MICCAI 2019] [MEDIA 2020] Models Genesis
3D-SW-UNet
The implementation of the 3D-SW-UNet for brain tissue segmentation implemented in Tensorflow
sub-cortical_segmentation
Sub-cortical brain tissue segmentation using CNN
sub-cortical_segmentation
Sub-cortical brain tissue segmentation using CNN
Autofocus-Layer
Autofocus Layer for Semantic Segmentation
squeeze_and_excitation
PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks
freesurfer
Neuroimaging analysis and visualization suite
HyperDenseNet
This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
MedicalZooPytorch
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
voxelmorph
Unsupervised Learning for Image Registration
QuickNATv2
Fast Whole Brain Segmentation (Layers, codes and Pre-trained Models)
quickNAT_pytorch
PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertainty
Deformable-Image-Registration-Projects
Deformable Image Registration Projects
brainstorm
Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"
MICCAI-OpenSourcePapers
MICCAI 2019-2023 Open Source Papers
u-net-brain-tumor
U-Net Brain Tumor Segmentation
AD_Prediction
Alzheimer's Disease Prediction by using ResNet, AlexNet
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
DeepLabV3-Tensorflow
Reimplementation of DeepLabV3