shentong-hbu

-Deep-learning-with-simulated-data-in-vascular-segmentation

Brain vessel segmentation program based on Residual UNet

3D-grid-path-planning-Python

3D-Machine-Learning

A resource repository for 3D machine learning

3D-UNet-for-Segmentation

CNN for segmentation of 3D images

awesome-anomaly-detection-in-medical-images

Awesome anomaly detection in medical images

blood_vessel_feature_extraction

python script to skeletonize and extract key features from retinal vasculature

Segmentation_3D_DeepLearning

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

TriNerSeg

Segmentation of Trigeminal Nerve and Cerebrovasculature in MR-Angiography Images

VTrailsToolkit

Cerebrovascular Image Analysis - (Matlab) Toolkit

shentong-hbu/Segmentation_3D_DeepLearning

shentong-hbu/VTrailsToolkit

Cerebrovascular Image Analysis - (Matlab) Toolkit

shentong-hbu/3D-grid-path-planning-Python

shentong-hbu/3D-UNet-for-Segmentation

CNN for segmentation of 3D images

shentong-hbu/3D_Medical_Imaging

Segmentation of Blood Vessels from 3D Medical Image

shentong-hbu/3D_Unet_Vessel_segmentation

Part of research code

shentong-hbu/Atlas-Based-3D-Brain-Segmentation-in-T1-MRI

Fully supervised, multi-class 3D brain segmentation in T1 MRI, using atlas-based segmentation algorithms (label propagation, tissue models, Expectation-Maximization algorithm).

shentong-hbu/awesome-computer-vision

A curated list of awesome computer vision resources（深度学习、计算机视觉优质资料整理），包含各个视觉方向，常用的框架使用手册，经典的教程代码实战和公式推导

shentong-hbu/awesome-medical-imaging

Awesome list of software that I use to do research in medical imaging.

shentong-hbu/brain-tumor-segmentation-unet

Implementation of U-Net from paper "U-Net: Convolutional Networks for Biomedical Image Segmentation" to segment tumor in given MRI images.

shentong-hbu/Brain-Tumor-Segmentation-using-Topological-Loss

A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss

shentong-hbu/brain-vessel-segmentation

BRAVE-NET: Fully Automated Brain Vessel Segmentation In Patients with Cerebrovascular Disease

shentong-hbu/CT_lung_3D_segmentation

3D Segmentation of Lungs from CT Scan Volumes

shentong-hbu/D_star_PathPlanning

Simple Matlab implementation of D*Lite, Focussed D*, A*, for dynamic path planning for mobile robots

shentong-hbu/Digital-image-processing-system

Fundamental image processing practice using segmentation, enhancement, filtering, edge detection, and morphology operations.

shentong-hbu/Ensemble-of-Multi-Scale-CNN-for-3D-Brain-Segmentation

Fully supervised, multi-class 3D brain segmentation in T1 MRI using an ensemble of diverse CNN architectures (3D FCN, 3D U-Net) with multi-scale input.

shentong-hbu/HessianFilter

ITK读取数据，调用海森矩阵算法进行血管识别；VTK进行三维重构

shentong-hbu/JermanEnhancementFilter

Jerman's tubular (vessel) and spherical (blob) enhancement filters

shentong-hbu/kmeans

20支亚洲足球队

shentong-hbu/MedicalImageProcessExample

There are some examples of 3D Medical Image Process

shentong-hbu/MultiScale_Attention_CNN_Match

This project implement a multi scale convolutional neural networks for matching sentence pairs. Specifically attention mechanism is used for the purpose of grasping different range of context.

shentong-hbu/path_planning_for_FEVAR

3D path planning via deformable registration of abdominal aortic aneurysm for robot-assisted fenestrated endovascular repair

shentong-hbu/RegionGrowing

Image segmenation based on region growing in Python using OpenCV

shentong-hbu/Segmentation-Adversarial_Networks

Segmentation of the cerebrovascular system using deep learning and adversarial training

shentong-hbu/stonehouse

All excellent behind the awe-inspiring self-discipline.

shentong-hbu/TensorFlow_Exercises

The codes I made while I practiced various TensorFlow examples

shentong-hbu/ThresSeg3d

Segmentation of 3D TOF MRA image using threshold method in Matlab

shentong-hbu/U-net

基于U-net的医学影像分割 / pytorch实现

shentong-hbu/VesselSeg3d

Vessel (e.g., Coronary) Segmentation from 3D CT volume