RDGuru: A Conversational Intelligent Agent for Rare Diseases

Information Science, Artificial Intelligence, Medicine, Pediatrics, Basic Medical Sciences, Medical Laboratory Science, Life Sciences, Bioengineering, Genetics,
rare diseases   conversational AI   deep Q-network   medical consultation   large language model   knowledge Q&A   clinical decision-making  

Intelligent Conversational Agent for Rare Diseases—RDGuru: Cutting-edge Technology Powers a New Revolution in Clinical Diagnosis Academic Background and Research Motivation Rare Diseases (RD) refer to disease categories that affect fewer than 6.5 to 10 individuals per 10,000 population. Their individual rarity, complex clinical features, and divers...

Dual-Level Interaction Aware Heterogeneous Graph Neural Network for Medicine Package Recommendation

Information Science, Computer Science, Artificial Intelligence, Medicine, Environmental and Public Health, Pharmacy,
medicine package recommendation   dual-level interaction   heterogeneous graph neural network   electronic health records   clinical decision-making  

Research on Medical Package Recommendation Systems: Heterogeneous Graph Neural Network Based on Dual-Level Interaction Awareness With the widespread application of electronic health records (EHRs) in the medical field, how to mine potential and valuable medical knowledge to support clinical decision-making has become an important research direction...