Researchers have developed Lung-R1, a large language model enhanced by a structured knowledge graph specifically for pulmonary diagnostics, addressing the need for patient-specific reasoning. This innovation shows improved performance in electronic medical record-based diagnosis, indicating a significant advancement in AI-assisted healthcare solutions.