Automated image analysis systems typically involve several key steps:
Image acquisition: Capturing images using advanced microscopy techniques. Preprocessing: Enhancing image quality and removing noise. Segmentation: Identifying and isolating structures of interest within the image. Feature extraction: Measuring and quantifying specific characteristics such as size, shape, and distribution. Classification: Categorizing structures based on their features using machine learning models.
