The lack of experienced and well-trained microscopists is associated with lower accuracy detecting diseases. To solve this problem, we have designed an automated microscope that generates digital libraries to assist the diagnosis and screening of diseases by machine learning. Introducing this technology to healthcare centers, especially in developing countries, may benefit patients suffering +200 different diseases.