CNN cascades for segmenting sparse objects in gigapixel whole slide images

[Display omitted] •Segmenting whole slide images showing sparse objects-of-interest.•CNN cascades to cope with class imbalance.•Individually optimized convolutional neural networks.•Large experimental setting for evaluation on renal histology.•Superior segmentation outcomes. Due to the increasing av...

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