Impact of scanner variability on lymph node segmentation in computational pathology

• Päätekijät: Amjad Khan (Tekijä), Andrew Janowczyk (Tekijä), Felix Müller (Tekijä), Annika Blank (Tekijä), Huu Giao Nguyen (Tekijä), Christian Abbet (Tekijä), Linda Studer (Tekijä), Alessandro Lugli (Tekijä), Heather Dawson (Tekijä), Jean-Philippe Thiran (Tekijä), Inti Zlobec (Tekijä)
• Aineistotyyppi: Kirja
• Julkaistu: Elsevier, 2022-01-01T00:00:00Z.
• Aiheet: article
• Linkit: Connect to this object online.

Computer-aided diagnostics in histopathology are based on the digitization of glass slides. However, heterogeneity between the images generated by different slide scanners can unfavorably affect the performance of computational algorithms. Here, we evaluate the impact of scanner variability on lymph...