To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis?

22 Sep 2019Can PengKun ZhaoArnold WiliemTeng ZhangPeter HobsonAnthony JenningsBrian C. Lovell

The condition of the Glomeruli, or filter sacks, in renal Direct Immunofluorescence (DIF) specimens is a critical indicator for diagnosing kidney diseases. A digital pathology system which digitizes a glass histology slide into a Whole Slide Image (WSI) and then automatically detects and zooms in on the glomeruli with a higher magnification objective will be extremely helpful for pathologists... (read more)

PDF Abstract

Code


No code implementations yet. Submit your code now

Results from the Paper


  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.

Methods used in the Paper