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Deep learning, a subset of artificial intelligence, is revolutionizing the field of reproductive medicine. This article explores the profound impact of deep learning in the realm of fertility, shedding light on its applications, benefits, and the potential it holds for shaping the future of reproductive health. Deep learning algorithms can enhance diagnostic accuracy, predict potential challenges individuals or couples may face when trying to conceive, and enable personalized treatment plans.