Yanan Wu's Projects
Automatic classification of tertiary bronchi based on bronchus masks using a rule-based approach.
Related Work Collections for Airway Tree Modeling (ATM'22), MICCAI 2022 Challenge.
This repo includes ChatGPT prompt curation to use ChatGPT better.
A comprehensive list of awesome contrastive self-supervised learning papers.
Reading list for research topics in multimodal machine learning
This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medical images computing field
Papers, code and datasets about deep learning and multi-modal learning for video analysis
An example project of how to use a U-Net for segmentation on medical images with PyTorch.
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.
Simple linear iterative clustering (SLIC) in a region of interest (ROI)
Medical Image Processing
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')
A collection of various deep learning architectures, models, and tips
detection bleeding using video capsule endoscopy
a metric library for Medical Image Segmentation EVALuation
learn git
Performs Haar wavelet decomposition of images using filterbanks (MatLab)
常用医学图像处理代码
the code usually used in project
Tips for Writing a Research Paper using LaTeX
一个得到肺结节数据的小工具
Automated lung segmentation in CT
some machine learning algorithm
Exercises and source code of the MOOC Course on Coursera for Machine Learning by Stanford University. The course was taught by Prof. Andrew Ng.