High-performance data management for whole slide image analysis in digital pathology
Haoju Leng,
Ruining Deng,
Shunxing Bao
et al.
Abstract:When dealing with giga-pixel digital pathology in whole-slide imaging, a notable proportion of data records holds relevance during each analysis operation. For instance, when deploying an image analysis algorithm on whole-slide images (WSI), the computational bottleneck often lies in the input-output (I/O) system. This is particularly notable as patch-level processing introduces a considerable I/O load onto the computer system. However, this data management process could be further paralleled, given the typica… Show more
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