The rise of Artificial Intelligence (AI) in healthcare has led to significant advancements in clinical nursing research, impacting everything from patient monitoring to treatment planning. AI technologies like machine learning, predictive analytics, and natural language processing enable more precise, data-driven decision-making in nursing. This review examines AI's benefits, challenges, and ethical considerations in nursing research, focusing on clinical decision support systems, predictive analytics, and workflow optimization. Future research directions highlight the potential for AI to enhance patient-centered care further while addressing the ethical and privacy concerns unique to nursing.