Abstract: In recent years, artificial intelligence has been persistently developed and increasingly applied in the medical field, including risk prediction, diagnosis and treatment of various diseases, which enhances the diagnosis and management levels of diseases and shows a promising application prospect in the medical field. Artificial intelligence has been rapidly advanced in the field of kidney transplantation. Researchers have attempted to apply it in multiple scenarios, such as preoperative evaluation and prediction of postoperative complications of kidney transplantation, prompting that artificial intelligence has tremendous application prospect in the field of kidney transplantation. In this article, the application of artificial intelligence in donor-recipient matching, evaluation of renal allograft function, prediction of clinical outcomes, diagnosis of postoperative complications, monitoring and management of immunosuppressants were reviewed, research progress on the application of artificial intelligence in the field of kidney transplantation was summarized, and the limitations of artificial intelligence were discussed, aiming to provide reference for promoting the practical application and popularization of artificial intelligence in the field of kidney transplantation.