louiskoo520

DeepLung

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

Attention-Gated-Networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

VisualDL

Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具 ）

Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

kaggle-ndsb2

Code for Second Annual Data Science Bowl. 16th place.

AGILE

Environment for Linear and non-linear Image reconstruction using Gpu Acceleration

BloodVesselEnhance

Gate

Official public repository of Gate

xmake

🔥 A cross-platform build utility based on Lua

Segmentation-of-Ultrasound-Images

The purpose of this study is the contour extraction of a region of interest in ultrasonic images. I applied the anisotropic diffusion algorithm to preprocess images, then an active contour model using a gradient vector flow was employed. In the end, the contour of a lesion area of the ultrasonic images was extracted.

gradient_vector_flow_test

midas-journal-230

Live-Wire-ing the Insight Toolkit with Intelligent Scissors

midas-journal-641

Automatic Branch Decomposition for Tubular Structures

midas-journal-688

Region Growing Using a Criterion on the Region Boundary

midas-journal-720

Graph Cuts Based Super Pixel Segmentation for VTK

midas-journal-737

Implementation of graph-based interactive 3D vessel segmentation filter

midas-journal-794

VascuSynth: Vascular Tree Synthesis Software

pulmonarytoolkit

Lung medical image analysis and visualisation software for Matlab.

Slicer-AirwaySegmentation

CLI module for airway segmentation starting from chest CT images

FAST

A framework for high-performance medical image processing, neural network inference and visualization

ct_lung_segmentation

Robust segmentation of lung and airway in CT scans

Tube-Segmentation-Framework

A software for fast segmentation and centerline extraction of tubular structures (e.g. blood vessels and airways) from different modalities and organs using GPUs and OpenCL

ImageFeatureDetector

A C++ Qt GUI desktop program to calculate Harris, FAST, SIFT and SURF image features with OpenCV

Tianchi-Medical-LungTumorDetect

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

LungCancerDetection

Use CNN to detect nodules in LIDC dataset.

mpl.pytorch

Pytorch implementation of MaxPoolingLoss.

cnn-relation-extraction

Tensorflow Implementation of Convolutional Neural Network for Relation Extraction (COLING 2014, NAACL 2015)

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

light_head_rcnn

Light-Head R-CNN

light_head_rcnn

Light-Head R-CNN