Table of Contents
J. Imaging, Volume 4, Issue 7 (July 2018)
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Cover Story (view full-size image) The automated detection of glomeruli in the Whole Slide Image (WSI) of kidney specimens is an [...] Read more. The automated detection of glomeruli in the Whole Slide Image (WSI) of kidney specimens is an important step toward computerized image analysis in the field of renal pathology. This paper describes an approach that combines a sliding window with Faster R-CNN for the fully automated detection of glomeruli with multistained, human WSIs. The evaluation results on a dataset consisting of more than 33,000 annotated glomeruli obtained from 800 WSIs showed the approach produces comparable or higher F-measures with different stains compared with other recently published approaches. View the paper here.