Niklas Abele, Katharina Tiemann, Till Krech, Axel Wellmann, Christian Schaaf, Florian Länger, Anja Peters, Andreas Donner, Felix Keil, Khalid Daifalla, Marina Mackens, Andreas Mamilos, Evgeny Minin, Michel Krümmelbein, Linda Krause, Maria Stark, Antonia Zapf, Marc Päpper, Arndt Hartmann, Tobias Lang
Image analysis assistance with artificial intelligence (AI) has become one of the great promises over recent years in pathology, with many scientific studies being published each year. Nonetheless, and perhaps surprisingly, only few image AI systems are already in routine clinical use. A major reason for this is the missing validation of the robustness of many AI systems: beyond a narrow context, the large variability in digital images due to differences in preanalytical laboratory procedures, staining procedures, and scanners can be challenging for the subsequent image analysis...
March 2023: Modern Pathology