MuSong's repositories
MD-IQA
LEARNING MULTI-SCALE DISTRIBUTED IMAGE QUALITY ASSESSMENT WITH SEMI SUPERVISED LEARNING FOR LOW DOSE CT
Thin2Thick
Thick-slice simulation in Multi-Slice Helical CT
CVPR2023-Papers-with-Code
CVPR 2023 论文和开源项目合集
PyTorch-Deformable-Convolution-v2
Don't feel pain to use Deformable Convolution
mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
SCPM-Net
[MICCAI2020]CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans
nnDetection
nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.
TomoPhantom
Software to generate 2D/3D/4D analytical phantoms and their Radon transforms (parallel beam) for image processing
Neighbor2Neighbor
Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images
DDPM
PyTorch DDPM implementation
reproducible-image-denoising-state-of-the-art
Collection of popular and reproducible image denoising works.
skeleton-tracing
A new algorithm for retrieving topological skeleton as a set of polylines from binary images
sknw
build net work from skeleton image (2D-3D)
euclidean-distance-transform-3d
Euclidean distance transform for multi-label 3D anisotropic images using marching parabolas.
scikit-feature
open-source feature selection repository in python
3d-deformable-convolutions
A repository with a basic layer of 3D deformable receptive field for 3D VoxCNN and 3D VoxResNet
brain-vessel-segmentation
BRAVE-NET: Fully Automated Brain Vessel Segmentation In Patients with Cerebrovascular Disease
RSNA2019_1st_place_solution
RSNA2019 Intracranial Hemorrhage Detection
retinanet-examples
Fast and accurate object detection with end-to-end GPU optimization
albumentations
fast image augmentation library and easy to use wrapper around other libraries
QT-VTK
Use QT and VTK to create an Simple software to show medical Image
wassdistance
Approximating Wasserstein distances with PyTorch
UNet-family
Paper and implementation of UNet-related model.
awsome-domain-adaptation
A collection of AWESOME things about domian adaptation
pct
CT Perfusion Toolbox
apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch