Git Product home page Git Product logo

text2atlas's Introduction

Learning to ground medical text in a 3D human atlas


This repository is the official implementation of Learning to ground medical text in a 3D human atlas (published at CoNLL 2020) authored by Dusan Grujicic*, Gorjan Radevski*, Tinne Tuytelaars and Matthew Blaschko .

* Equal contribution

Requirements

If you are using Poetry, navigating to the project root directory and running poetry install will suffice. Otherwise, a requirements.txt file is present so you can install all dependencies by running pip install -r requirements.txt. However, if you just want to download the trained models or dataset splits, make sure to have gdown installed. If the project dependencies are installed then gdown is already present. Otherwise, run pip install gdown to install it.

Datasets and models

Will be released shortly.

Reference

If you found this code useful, or use some of our resources for your work, we will appreciate if you cite our paper.

@inproceedings{Grujicic2020b,
  title={Learning to ground medical text in a {3D} human atlas},
  AUTHOR = {Grujicic, D. and G. Radevski and T. Tuytelaars and M. B. Blaschko},
  YEAR = {2020},
  booktitle= {The SIGNLL Conference on Computational Natural Language Learning},
}

License

Everything is licensed under the MIT License.

text2atlas's People

Contributors

blaschko avatar dusangrujicic avatar gorjanradevski avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar

Forkers

imclab

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.