A retrieval-augmented system classifies applicability of Chinese and US medical device standards from free-text device descriptions, reporting 73% accuracy and 87% top-5 recall on a 105-item benchmark.
Fda ai use cases in medical device regulation: Current progress and future challenges,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.AI 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Standard Applicability Judgment and Cross-jurisdictional Reasoning: A RAG-based Framework for Medical Device Compliance
A retrieval-augmented system classifies applicability of Chinese and US medical device standards from free-text device descriptions, reporting 73% accuracy and 87% top-5 recall on a 105-item benchmark.