hushunbo

2015_Face_Detection

CVPR2015 Cascade CNNs for Face Detection

3D_DenseSeg

The implementation of 3D_DenseSeg for infant brain MRI segmentation

abide

ABIDE Preprocessed Initiative

AccSeg-Net

Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truth (MICCAI 2021)

ACRN_Chest_X-ray_IA

Learning Deformable Registration of Medical Images with Anatomical Constraints

ACTA-Reg-Net

An Auto-Context based Tissue-Aware Deformable Registration Network (ACTA-Reg-Net) for Infant Brain MR Images

dilation_erosion_conv_freq

we apply convolution and frequency multiplication to obtain the dilation and erosion results

lddmm-ot

MICCAI 2017 Paper - Optimal Transport for Diffeomorphic Registration

Skin-Cancer-Detection-System-using-Image-Processing

Major Project of final semester

synem

Paper on Symmetric Diffeomorphic Non-Linear Registration for Multi-Modality images based on the EM algorithm

hushunbo/ADHD_DL

Diction Learning on ADHD200

hushunbo/An-Unsupervised-Learning-Bidirectional-3D-Image-Registration

The model contains 1 encoder and 2 decoders for bidirectional (source -> target, target -> source) 3D images registration with skip connections like Unet.

hushunbo/ANTsX

hushunbo/BIRL

BIRL: Benchmark on Image Registration methods with Landmark validations

hushunbo/boxplot

hushunbo/Boxplot-1

Investigation and usage of Boxplots

hushunbo/BrainPrep

Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.

hushunbo/cnn-registration

A image registration method using convolutional neural network features.

hushunbo/DnCNN

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

hushunbo/FCN-registration

A tensorflow implementation of "Non-rigid image registration using fully convolutional networks with deep self-supervision"

hushunbo/GAN-MRI

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

hushunbo/gdl-fire-4d

General deep learning-based fast image registration framework for clinical thoracic 4D CT data

hushunbo/HCPpipelines

hushunbo/image-registration-summer-school-2018

Python notebooks and data for learning about image registration. Hosted at a summer school

hushunbo/label-reg

A demo of the re-factored label-driven registration code, based on "Weakly-supervised convolutional neural networks for multimodal image registration"

hushunbo/Medical-image-registration

a project for developing registration tools with convolutional neural networks

hushunbo/NeuroImageRegistration

Registration of medical MR brain images to a common mr brain

hushunbo/PStrip

PCA Model for Brain Extraction

hushunbo/pyelastix

Thin wrapper around elastix - a toolbox for rigid and nonrigid registration of images

hushunbo/QuickNAT_tensorflow

Tensorflow Implementation of QuickNAT

hushunbo/quicksilver

Predictive Image Registration

hushunbo/RegNet

Nonrigid image registration using multi-scale 3D convolutional neural networks

hushunbo/Roadmap-of-DL-and-ML

Roadmap of DL and ML, some courses, study notes and paper summary

hushunbo/scipy-2016-sklearn

Scikit-learn tutorial at SciPy2016

hushunbo/SimpleReg

SimpleReg is a research-focused toolkit that provides tools helpful for (medical) image registration and processing.

hushunbo/skin-cancer-detection

Praktikum Maschinelles Lernen 2017 der Universität Tübingen

hushunbo/tf_Medical-Image-Segmentation

This is detailed jupyter notebook that uses Tensorflow for medical image segmentation, in particular brain tumors.

hushunbo/UNet-Zoo

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

hushunbo/voxelmorph

Unsupervised Learning for Image Registration

hushunbo/XCoder_VAE_Conditional_Inference