/Med-AL-SSL

Repository for implementation of active learning and semi-supervised learning algorithms and applying them to medical imaging datasets

Primary LanguagePythonMIT LicenseMIT

Annotation-efficient classification combining active learning, pre-training and semi-supervised learning for biomedical images

This is the repository for the CPVR 2021 submission. In this repository, you can find the code as well as the all the quantitative results

  • code: For running the code, access to the data and implementation details please refer here.
  • results: For finding the results, tables and figures please refer here.

The preprint of our work on bioRxiv can be found here