Deep learning compression cuts whole slide image sizes by 43-72% versus JPEG, with glass removal adding 0.3-33% savings and combined methods reaching 44-80%, while keeping SSIM above 0.95 on tissue patches.
HER2 and trastuzumab treatment response H&E slides with tumor ROI anno- tations (Version 3) [Data set]
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Deep learning-based compression of giga-resolution whole slide images
Deep learning compression cuts whole slide image sizes by 43-72% versus JPEG, with glass removal adding 0.3-33% savings and combined methods reaching 44-80%, while keeping SSIM above 0.95 on tissue patches.