Cytopathology in focus: At the center of AI implementation in cytopathology
August 2021—Recent advances in the deep learning area of artificial intelligence offer tantalizing opportunities to improve cytology practice. However, aside from the commercially available options for automated screening in gynecologic cytology, systems with applications in cytology have largely been used in research settings only. The article by authors McAlpine and Michelow reviews the approach to developing and validating artificial intelligence algorithms in cytology, from the generation of appropriate cytology data sets to clinical validation of the model.