Radiology Artificial Intelligence · 2025 · 20 citations · 25 references
ComputingComputer ScienceRadiologyDiagnostic ImagingDiagnostic RadiologyNatural Language ProcessingEvaluation Of Retrieval SystemsHealth Information RetrievalLanguage ModelingQuestion AnsweringRadiology InformaticsRetrieval ModelsCase-based Question GenerationLanguage Model PretrainingLanguage Model RetrievalLarge Language ModelsRadiology Natural Language ProcessingRetrievalRetrieval-augmented GenerationRetrieval-augmented Language Models
RadioRAG uses online retrieval–augmented generation to potentially improve the accuracy and factuality of large language model–generated responses to case-based radiology questions by incorporating real-time data from Radiopaedia.
25
Adaptive Mixtures of Local Experts
Robert A. Jacobs, Michael I. Jordan, Steven J. Nowlan et al. · Neural Computation · 1991 · 5K citations
Large language models encode clinical knowledge
Karan Singhal, Shekoofeh Azizi, Tao Tu et al. · Nature · 2023 · 3.2K citations · Full text
Computing, Health Informatics, Computational Linguistics +16
PubMedQA: A Dataset for Biomedical Research Question Answering
Qiao Jin, Bhuwan Dhingra, Zhengping Liu et al. · 2019 · 587 citations · Full text
Ethical Considerations of Using ChatGPT in Health Care
Changyu Wang, Siru Liu, Hao Yang et al. · Journal of Medical Internet Research · 2023 · 508 citations · Full text
Retrieval Augmentation Reduces Hallucination in Conversation
Kurt Shuster, Spencer Poff, Moya Chen et al. · 2021 · 465 citations · Full text