Image Analysis Systems use an algorithm to detect all of the following except?

• A. Cell Detection
• B. Specific Cellular Features
• C. Staining Colors
• D. Cell Classification

Answer: (C)

Image analysis systems in cellular imaging focus on locating cells and quantifying their properties. The algorithm segments each cell to determine where it is and then measures features such as nuclear size and shape, cytoplasmic texture, and staining intensity within the cells. Those measurements are used to feed a classifier that decides the cell’s type or status. Staining colors themselves aren’t a direct detection target; color information is used as input to derive features or to help with segmentation, but the outputs are the cells, their quantified features, and the classification, not a report of the stain color. So the aspect that isn’t detected as a standalone result by the algorithm is the staining color.