While CellProfiler is a powerful tool, it does have some limitations. For instance, it requires a certain level of expertise to set up and optimize analysis pipelines. Additionally, highly complex images with overlapping cells or poorly stained sections may pose challenges for accurate segmentation. However, these limitations can often be mitigated with proper training and optimization.
