A Guided Spatial Transformer Network for Histology Cell Differentiation

26 Jul 2017Marc AubrevilleMaximilian KrappmannChristof BertramRobert KlopfleischAndreas Maier

Identification and counting of cells and mitotic figures is a standard task in diagnostic histopathology. Due to the large overall cell count on histological slides and the potential sparse prevalence of some relevant cell types or mitotic figures, retrieving annotation data for sufficient statistics is a tedious task and prone to a significant error in assessment... (read more)

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