Distributed computing in image analysis using open source frameworks and application to image sharpness assessment of histological whole slide images

摘要

BackgroundAutomated image analysis on virtual slides is evolving rapidly and will play an important role in the future of digital pathology. Due to the image size, the computational cost of processing whole slide images (WSIs) in full resolution is immense. Moreover, image analysis requires well focused images in high magnification.