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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

angionet

Semantic segmentation network for X-ray angiography images, based on Deeplabv3+

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

cardiovascular

The cardiovascular repository contains C++ and Python programs useful for cardiovascular applications, in particular applications related to the SimVascular modeling and simulation software.

cfd-fundamental

Implementation of the 12 steps approach to the Navier-Stokes equations, essential for simulating fluid dynamics.

coronary-angiogram-keyframes-extraction

crimsongui

The Cardiovascular Integrated Modelling and Simulation Environment's open-source vascular model creation GUI

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deeplearningforwallshearstresspredictionandimagesegmentation

Predict the wall shear stress along the coronary artery using Deep Learning

fast_marching_kroon

patches for Dirk-Jan Kroon's Fast Marching Matlab Toolbox

fast_methods

N-Dimensional Fast Methods: Fast Marching, Fast Sweeping, Group Marching, Fast Iterative, etc.

frangi_filter

Frangi Filter for vessel enhancement using MATLAB.

higamod

Hierarchical Model Reduction

hmm-3d-catheter-tip-tracking

3D/2D vessel/catheter-based registration and 3D catheter tip tracking using hidden Markov model.

interview

📚 C/C++ 技术面试基础知识总结，包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。

itk

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

itksnap

ITK-SNAP medical image segmentation tool

ivus

Repository for registering 2 IVUS pullbacks

jermanenhancementfilter

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

mexopencv

Collection and a development kit of matlab mex functions for OpenCV library

midas-journal-737

Implementation of graph-based interactive 3D vessel segmentation filter

oct-cbort

Optical Coherence Tomography (OCT) reconstruction library based on python

octava

OCTAVA is an open-source software for computational analysis of optical coherence tomography angiography images

pymethods

A library for coronary artery reconstruction from angriography, OCT + angiography, (specifically for CFD usage) statistical shape modelling, CFD mesh generation and surface unwrapping

simpleitk

SimpleITK: a layer built on top of the Insight Toolkit (ITK), intended to simplify and facilitate ITK's use in rapid prototyping, education and interpreted languages.

simvascular

A comprehensive opensource software package providing a complete pipeline from medical image data segmentation to patient specific blood flow simulation and analysis.

unet-pytorch

这是一个unet-pytorch的源码，可以训练自己的模型

vascular-tree-reconstruction

Source code for CVPR 19 (Divergence Prior) & 21 (Confluent Vessel Tree) papers.

vessel-analysis

vesselsurfacereconstruction-cpp

Blood vessel surface reconstruction from vessel center skeleton using VTK