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bgsa

Python3.X implementation of bgsa-ndpi method.

Adapted code from https://github.com/dridk/bgsa-ndpi.

To run script: Binder

Notebook has more details on usage and code to process images and WSI.

Description

Repository contains implementation of bgsa-ndpi with primitive User Interface and it's Binder-friendly.

Original implementation is an analyser of bgsa using 2 stains for LB / LT recognition

Method described in:

Costa, S., Schutz, S., Cornec, D. et al. B-cell and T-cell quantification in minor salivary glands in primary Sjögren’s syndrome: development and validation of a pixel-based digital procedure. Arthritis Res Ther 18, 21 (2016). https://doi.org/10.1186/s13075-016-0924-2

Examples

Test image Brown mask Red mask

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binder friendly analyser of bgsa using 2 stains for LB / LT recognition

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  • Jupyter Notebook 95.6%
  • Python 4.4%