Automated image analysis refers to the use of computer algorithms and software to interpret and quantify visual data, such as images from microscopy, histology slides, or other imaging techniques. In toxicology, it is utilized to assess the impact of substances on biological systems and to detect pathological changes in tissues or cells more accurately and efficiently than manual methods.