Dimitrios G. Gkotsoulias

BasNet: Attention U-Net-Based Automated Axon Segmentation in Bielschowsky Silver-Stained Histology

Reliable automatic quantification of axon density in histologic sections is important for both research and clinical neuropathology applications - however, it remains a challenge for silver-impregnation stains, such as Bielschowsky. Classical color-deconvolution approaches perform poorly on silver stains, and manual an...