WENFEI's starred repositories
Pytorch-Unet3D-single_channel
3D-Unet: patched based Pytorch implementation for medical images segmentation
MarchingCube
迷之Marching Cube算法，一开始以为只能用于基于CT的网格重构，结果发现拓展下还能作为很多数据形式的网格重构算法=。=
pretrained-backbones-unet
A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.
Lung_Airway
Lung segmentation + 3D reconstruction
U-Net_Lung-Segmentation
Application of U-Net in Lung Segmentation-Pytorch
Lung_Segmentation
Lung Segmentation UNet model on 3D CT scans
Medical-Image-Registration-and-Pre-Processing
Register images to MNI152 Template and perform pre-processing
Brain-tumor-segmentation
A deep learning based approach for brain tumor MRI segmentation.
MICCAI-LITS2017
liver segmentation using deep learning
MambaMorph
MambaMorph: a Mamba-based Framework for Medical MR-CT Deformable Registration
Atlas-Based-Brain-Tissue-Segmentation
An Atlas-based brain tissue segmentation approach.
IBSR18-Brain-Tissue-Segmentation-Using-Probabilistic-ATLAS
MISA Final Project - Part 2: IBSR18 Brain Tissue Segmentation from MRI Using Probabilistic ATLAS at University of Girona, Spain
Numerical-Recipies-in-C
Native implementation of 'Numerical Recipes in C'
Dicom_Viewer
creating a dicom viewer inspired by itk-snap
Delaunay-Triangulation
Delaunay三角剖分算法
DelaunayTriangulation
delaunay triangulation in 3D space, to reconstruct convex hull from spherical dot cloud
MeshViewer
A mesh viewer using Qt & VTK.
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
AI_Brain_Segmentation
Using deep-learning to segment the cerebral spinal fluid, gray-matter and white matter in Brain MRI's.
mousemorph
Tools for MRI mouse brain morphometry
Multi-modal-MRI-Image-Segmentation-EM-algorithm-
The problem definition is to implement from scratch the algorithm of expectation maximization (EM) using Matlab. This algorithm has been applied to brain images (T1 and FLAIR). Three regions have to be segmented: the cerebrospinal fluid (CSF), the gray matter (GM), and the white matter (WM). https://ieeexplore.ieee.org/abstract/document/9420761
various_FCM_segmentation
Image segmentation Using Various Fuzzy C-means Algorithms (FCM, EnFCM, MFCM).