The article discusses how Artificial Intelligence helps in organizing medical knowledge for intelligent healthcare systems. Knowledge engineers use different models to gather and analyze knowledge from experts. This process, known as knowledge acquisition, involves collecting, analyzing, and validating knowledge for various projects. The paper provides an overview of existing knowledge models, current acquisition techniques, and recent developments to enhance the efficiency of the knowledge acquisition process.