Papers matching “retrieval-augmented generation” 46
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Exploring the Potential of Retrieval Augmented Generation for Question Answering in Radiology: Initial Findings and Future Directions2025 Studies in health technology and informatics book-chapter Computer Science Topic Modeling Open access
Yongli Mou, Robert Malte Siepmann, Daniel Truhnn, Sulayman K. Sowe
0citations -
CDE-Mapper: Using retrieval-augmented language models for linking clinical data elements to controlled vocabularies2025 Computers in Biology and Medicine article Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Komal Gilani, Marlo Verket, Michel J. Dumontier, Hans‐Peter Brunner‐La Rocca, Visara Urovi
4citations -
CDE-Mapper: Using Retrieval-Augmented Language Models for Linking Clinical Data Elements to Controlled Vocabularies2025 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Komal Gilani, Marlo Verket, Michel J. Dumontier, Hans‐Peter Brunner‐La Rocca, Visara Urovi
0citations -
Multi-step retrieval and reasoning improves radiology question answering with large language models2025 npj Digital Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access
Sebastian Wind, Jeta Sopa, Daniel Truhn, Mahshad Lotfinia, Tri-Thien Nguyen, Keno K. Bressem, +6 more
18citations -
GraphRAG Best Practices: A Modular Evaluation Framework and Regulatory Case Study2026 Studies on the semantic web book-chapter Computer Science Advanced Graph Neural Networks Open access
Yan-Ying Liao, Diego Collarana, Christopher Ingo Pack, Alexander Graß, Andreas Both, Stefan Decker, +1 more
0citations -
Evaluating the effectiveness of biomedical fine-tuning for large language models on clinical tasks2025 Journal of the American Medical Informatics Association article Medicine Artificial Intelligence in Healthcare and Education Open access
Felix J. Dorfner, Amin Dada, Felix Busch, Marcus R. Makowski, Daniel Truhn, Jens Kleesiek, +3 more
41citations -
Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data2024 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Cancer Genomics and Diagnostics Open access
Felix J. Dorfner, Amin Dada, Felix Busch, Marcus R. Makowski, Daniel Truhn, Jens Kleesiek, +4 more
8citations