3d-segmentation

airway

Automatic classification of tertiary bronchi based on bronchus masks using a rule-based approach.

atm-22-related-work

Related Work Collections for Airway Tree Modeling (ATM'22), MICCAI 2022 Challenge.

attention

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

awesome-contrastive-self-supervised-learning

A comprehensive list of awesome contrastive self-supervised learning papers.

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

awesome-self-supervised-learning-in-medical-imaging

This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medical images computing field

awsome-deep-learning-for-video-analysis

Papers, code and datasets about deep learning and multi-modal learning for video analysis

basic_unet_example

An example project of how to use a U-Net for segmentation on medical images with PyTorch.

calculate_emphysema

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

copd-related-research-paper

copd_slic

Simple linear iterative clustering (SLIC) in a region of interest (ROI)

copdimageprocessing

Medical Image Processing

coronary-artery-tracking-via-3d-cnn-classification

The PyTorch re-implement of a 3D CNN Tracker to extract coronary artery centerlines with state-of-the-art (SOTA) performance. (paper: 'Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier')

deeplearning-models

A collection of various deep learning architectures, models, and tips

detection_res

detection bleeding using video capsule endoscopy

evaluation_metric

a metric library for Medical Image Segmentation EVALuation

fgnet-emphysema

git_project

learn git

haar

Performs Haar wavelet decomposition of images using filterbanks (MatLab)

image-processing-by-haowen

常用医学图像处理代码

image-processing-medical

the code usually used in project

image_plot_python

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

lidc-radiomics

一个得到肺结节数据的小工具

lungmask

Automated lung segmentation in CT

machine-learning

some machine learning algorithm

machine-learning-stanford-coursera

Exercises and source code of the MOOC Course on Coursera for Machine Learning by Stanford University. The course was taught by Prof. Andrew Ng.