Giter VIP home page Giter VIP logo

covid-dialogue's Introduction

COVID-Dialogue-Dataset-English is an English medical dialogue dataset about COVID-19 and other types of pneumonia. Patients who are concerned that they may be infected by COVID-19 or other pneumonia consult doctors and doctors provide advice. There are 603 consultations. Each consultation consists of

  • ID
  • URL
  • Description of patient’s medical condition
  • Dialogue

The dataset is built from icliniq.com, healthcaremagic.com, healthtap.com and all copyrights of the data belong to these websites.

COVID-Dialogue-Dataset-Chinese is a Chinese medical dialogue dataset about COVID-19 and other types of pneumonia. Patients who are concerned that they may be infected by COVID-19 or other pneumonia consult doctors and doctors provide advice. There are 1393 consultations. Each consultation consists of

  • ID
  • URL
  • Description of patient’s medical condition
  • Dialogue
  • (Optional) Diagnosis and suggestions.

The dataset is built from Haodf.com and all copyrights of the data belong to Haodf.com.

Details of the datasets are described in this report

If you find this dataset useful, please cite:

@article{ju2020CovidDialog,
  title={CovidDialog: Medical Dialogue Datasets about COVID-19},
  author={Ju, Zeqian and Chakravorty, Subrato and He, Xuehai and Chen, Shu and Yang, Xingyi and Xie, Pengtao},
  journal={ https://github.com/UCSD-AI4H/COVID-Dialogue}, 
  year={2020}
}

On the Chinese dataset, we developed a GPT2-based COVID-19 dialogue generation model. The details are provided in this preprint

If you find the code useful, please cite:

@article{zeng2020coviddialogmodel,
  title={Develop Medical Dialogue Systems for COVID-19},
  author={Zeng, Guangtao and Wu, Qingyang and Zhang, Yichen and Yu, Zhou and Xing, Eric and Xie, Pengtao},
  journal={ https://github.com/UCSD-AI4H/COVID-Dialogue}, 
  year={2020}
}

covid-dialogue's People

Contributors

chaoscodes avatar pengtaoxie avatar

Stargazers

 avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.