Deep learning has several applications in gynecology, including the analysis of medical images, prediction of patient outcomes, and the automation of routine tasks. For instance, deep learning algorithms can evaluate ultrasound images to detect ovarian cysts, fibroids, and other abnormalities. These systems can also predict the likelihood of conditions such as preterm labor or gestational diabetes by analyzing patient data.