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Millions of cells in Pathology Images: calculating cell density

We all know that digital pathology demands efficient handling of large-scale images. However, I hadn’t anticipated that the sheer volume of cell detections would significantly impact the performance of my cell density calculations within these images. This article combines the ease of WholeSlideData, shapely, rasterio, and geopandas to achieve this in a fast and simple way.