Clinical Pathway

Clinical pathways are standardized treatment plans designed to optimize patient care, resource allocation, and cost-effectiveness. Current research focuses on improving pathway design and implementation through data analysis techniques like clustering algorithms applied to time-stamped patient data, and by integrating clinical pathways into AI models, such as LLMs, to enhance medical dialogue systems and reduce inaccuracies. These advancements aim to improve the efficiency and quality of healthcare delivery by facilitating better understanding of current practices and enabling more effective, personalized treatment strategies.