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)

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