Retrieval augmented generation for large language models in healthcare: A systematic review

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Bibliographic Details
Main Authors: Lameck Mbangula Amugongo, Pietro Mascheroni, Steven Brooks, Stefan Doering, Jan Seidel
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-06-01
Series:PLOS Digital Health
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12157099/?tool=EBI
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author Lameck Mbangula Amugongo
Pietro Mascheroni
Steven Brooks
Stefan Doering
Jan Seidel
author_facet Lameck Mbangula Amugongo
Pietro Mascheroni
Steven Brooks
Stefan Doering
Jan Seidel
author_sort Lameck Mbangula Amugongo
collection DOAJ
format Article
id doaj-art-6083ec2c7b3a40ac9ff2094de7e94a3b
institution DOAJ
issn 2767-3170
language English
publishDate 2025-06-01
publisher Public Library of Science (PLoS)
record_format Article
series PLOS Digital Health
spelling doaj-art-6083ec2c7b3a40ac9ff2094de7e94a3b2025-08-20T02:39:44ZengPublic Library of Science (PLoS)PLOS Digital Health2767-31702025-06-0146Retrieval augmented generation for large language models in healthcare: A systematic reviewLameck Mbangula AmugongoPietro MascheroniSteven BrooksStefan DoeringJan Seidelhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC12157099/?tool=EBI
spellingShingle Lameck Mbangula Amugongo
Pietro Mascheroni
Steven Brooks
Stefan Doering
Jan Seidel
Retrieval augmented generation for large language models in healthcare: A systematic review
PLOS Digital Health
title Retrieval augmented generation for large language models in healthcare: A systematic review
title_full Retrieval augmented generation for large language models in healthcare: A systematic review
title_fullStr Retrieval augmented generation for large language models in healthcare: A systematic review
title_full_unstemmed Retrieval augmented generation for large language models in healthcare: A systematic review
title_short Retrieval augmented generation for large language models in healthcare: A systematic review
title_sort retrieval augmented generation for large language models in healthcare a systematic review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12157099/?tool=EBI
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AT stevenbrooks retrievalaugmentedgenerationforlargelanguagemodelsinhealthcareasystematicreview
AT stefandoering retrievalaugmentedgenerationforlargelanguagemodelsinhealthcareasystematicreview
AT janseidel retrievalaugmentedgenerationforlargelanguagemodelsinhealthcareasystematicreview