Giter VIP home page Giter VIP logo

covid19paper's Introduction

On the application of advanced machine learning methods to analyze enhanced, multimodal data from persons infected with COVID-19

GitHub Repository containing data and code for paper published in computation journal: https://www.mdpi.com/2079-3197/9/1/4/htm


Contents


Data Description

The additional files mentioned in the paper and other files that used or processed in model development are present in the data directory of this git, further description is provided in the respective directory README.md.


Scripts Used

Python scripts were used to generate and process data, all the scripts are present in the script directory. Further, instruction to use them are provided in the respective the directory README.md


Publication

Publication can be accessed at: https://www.mdpi.com/2079-3197/9/1/4/htm

preprint:https://www.biorxiv.org/content/10.1101/2020.07.08.193144v1.full


Citation

For citing code and data please use the citation below.

@Article{wenhaun2021,
AUTHOR = {Zeng, Wenhuan and Gautam, Anupam and Huson, Daniel H.},
TITLE = {On the Application of Advanced Machine Learning Methods to Analyze Enhanced, Multimodal Data from Persons Infected with COVID-19},
JOURNAL = {Computation},
VOLUME = {9},
YEAR = {2021},
NUMBER = {1},
ARTICLE-NUMBER = {4},
URL = {https://www.mdpi.com/2079-3197/9/1/4},
ISSN = {2079-3197},
DOI = {10.3390/computation9010004}
}

covid19paper's People

Contributors

anupamgautam avatar wenhuanzeng 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.