Giter Club home page Giter Club logo

Comments (1)

ieee8023 avatar ieee8023 commented on June 27, 2024

I am wondering if bounding box/masks for the detection of problematic regions can be provided or is this only available as an image classification dataset?

Bounding box/masks would be great to have. It should be easy to annotate the existing images. I would opt for a binary mask specifying the regions which are predictive. I'll add it to the list of things people can contribute.

If second, are there going to be also negative samples (xray images from covid-negative patients)?

I've also been adding bacterial (Streptococcus) and other viral pneumonia cases (MERS).

For building models we have been using the other pneumonia datasets with pneumonia labels: NIH, CheXpert, Kaggle, PADCHEST (discussed here: https://arxiv.org/abs/2002.02497) with the assumption that none of those are caused by COVID-19.

from covid-chestxray-dataset.

Related Issues (20)

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.