Code Monkey home page Code Monkey logo

casca's Introduction

Carotid Artery Segmentation using Center point Annotation

Overview

fig1

Dataset

We used CosMos 2022 Challenge Dataset

please download the dataset through this

Train dataset: https://zenodo.org/record/6481870#.Y7aqaXZBzdk

Test dataset: https://zenodo.org/record/6843257#.Y7aqSHZBzdk

How to use

  1. Download the data set from the link above and preprocess the dataset

  2. Extract the center point from the given label

  3. Make a learning plan using Totalloss at loss.py.

Train

python main.py --mode total --model Unet3D --fold 0 

Citation

If you find this repo useful for your research, please consider citing our paper:

@article{
  title={},
  author={},
  journal={},
  pages={},
  year={2024},
  publisher={}
}

casca's People

Contributors

jongdory avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.