AI-Driven Medical Device Risk Management: A New Paradigm Integrating Large Language Models and Prompt Engineering for Standard-Risk Knowledge Graph Construction and Application
Wanting Zhu, Li Wang, W. Li, Peiming Zhang, Ziming Gao, Ruixue Tian, Wenke Xia
Risk Management and Healthcare Policy
Problems Identified (4)
Medical Device Risk Management: The paper addresses risk management for medical devices, specifically involving standard-risk knowledge organization.
Standard-Risk Knowledge Graph Construction: The paper targets construction and application of a standard-risk knowledge graph.
Medical Device Risk Management: The paper addresses risk management for medical devices, specifically involving standard-risk knowledge organization.
Standard-Risk Knowledge Graph Construction: The paper targets construction and application of a standard-risk knowledge graph.
Proposed Solutions (2)
LLM Prompted Risk Knowledge Graph: The proposed approach constructs a standard-risk-oriented knowledge graph by integrating large language models with prompt engineering.
LLM Prompted Risk Knowledge Graph: The proposed approach constructs a standard-risk-oriented knowledge graph by integrating large language models with prompt engineering.
Research Domain
AI-driven medical device risk management / knowledge graphs