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To be able to automatically segment cells in microscopic images would give biologist a new tool to gather crucial data in quantities not possible by manual work. This is however not a trivial problem and has proven to be very difficult, especially if the images are in 3D. One of the major challenges is the ability for the methods to generalize beyond the data it has previously been presented with.
