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3d-brain-segmentation

This is a repository containing code to Paper "Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation" published at MDPI Applied sciences journal - https://www.mdpi.com/2076-3417/9/3/404 .

3d-segmentation-pytorch-version

3D Segmentation Pytorch version(unet basic model)

3d_unet_vessel_segmentation

Part of research code

3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

airway_segmentation

segment airway from lung CT image , including two networks : lung segmentation network and airway segmentation network

albumentations

fast image augmentation library and easy to use wrapper around other libraries

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

algorithm_practice

算法之python实践【刷题篇】

ant-design

An enterprise-class UI design language and React UI library

awesome-deep-learning-papers

The most cited deep learning papers

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

awesome-image-classification

A curated list of deep learning image classification papers and codes

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

bili_class

for bili tranning

blood_vessel_segmentation

Image processing project, blood vessel segmentation

bloodvesselsegmentation

This is a code for blood vessel segmentation and tracking the blood vessels to measure the diameters. Only low-level image processing techniques are used.

bonesegmentation

Bone Segmentation

book

Book PDF

brainstorm

Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"

btrfly-net-pytorch

An implementation of Butterfly Net (for vertebra localization) in PyTorch

ceng-407-408-2017-2018-project-blood-vessel-segmentation

ceng-407-408-project-blood-vessel-segmentation created by GitHub Classroom

classic-algorithms-3d

Classic Algorithms for Vessel and Fiber Segmentation and Orientation Analysis with extensions to 3D

cnn-segmentation-for-lung-cancer-oars

a deep convolutional neural network (CNN)-based automatic segmentation technique was applied to the multiple organs at risk (OARs) in CT images of lung cancer

computer-vision-projects

This repository include some traditional cv method such as: Histograms, Filters(Low Pass, High Pass, Gaussian), Deconvolution, Blending of images(Laplacian Blending), Image Alignment, Creating Panoramas by image stitching, Detection and Tracking, Segmentation, 3D Reconstruction

courseinbiomedicalimageanalysisvisualizationandartificialintelligence

ct-image-diagnostics

A CT image diagnostic system. The aim is to include image registration, segmentation, quantification and visualization specifically for cancerous lung nodules.

ct_lung_segmentation

Robust segmentation of lung and airway in CT scans

cxr-ct

Chest CT reconstruction from CXR