Artificial intelligence (AI) has been used and studied in multiple healthcare processes, including detecting patient deterioration and surgical decision making. This literature review focuses on studies using AI to detect breast cancer in mammography screening practice. The authors recommend additional prospective studies before using artificial intelligence in clinical practice.