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