Large language models and the emergence phenomena()

This perspective explores the potential of emergence phenomena in large language models (LLMs) to transform data management and analysis in radiology. We provide a concise explanation of LLMs, define the concept of emergence in machine learning, offer examples of potential applications within the ra...

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Detalles Bibliográficos
Autores principales: Sorin, Vera, Klang, Eyal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10265451/
https://www.ncbi.nlm.nih.gov/pubmed/37325497
http://dx.doi.org/10.1016/j.ejro.2023.100494
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author Sorin, Vera
Klang, Eyal
author_facet Sorin, Vera
Klang, Eyal
author_sort Sorin, Vera
collection PubMed
description This perspective explores the potential of emergence phenomena in large language models (LLMs) to transform data management and analysis in radiology. We provide a concise explanation of LLMs, define the concept of emergence in machine learning, offer examples of potential applications within the radiology field, and discuss risks and limitations. Our goal is to encourage radiologists to recognize and prepare for the impact this technology may have on radiology and medicine in the near future.
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spelling pubmed-102654512023-06-15 Large language models and the emergence phenomena() Sorin, Vera Klang, Eyal Eur J Radiol Open Article This perspective explores the potential of emergence phenomena in large language models (LLMs) to transform data management and analysis in radiology. We provide a concise explanation of LLMs, define the concept of emergence in machine learning, offer examples of potential applications within the radiology field, and discuss risks and limitations. Our goal is to encourage radiologists to recognize and prepare for the impact this technology may have on radiology and medicine in the near future. Elsevier 2023-06-06 /pmc/articles/PMC10265451/ /pubmed/37325497 http://dx.doi.org/10.1016/j.ejro.2023.100494 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Sorin, Vera
Klang, Eyal
Large language models and the emergence phenomena()
title Large language models and the emergence phenomena()
title_full Large language models and the emergence phenomena()
title_fullStr Large language models and the emergence phenomena()
title_full_unstemmed Large language models and the emergence phenomena()
title_short Large language models and the emergence phenomena()
title_sort large language models and the emergence phenomena()
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10265451/
https://www.ncbi.nlm.nih.gov/pubmed/37325497
http://dx.doi.org/10.1016/j.ejro.2023.100494
work_keys_str_mv AT sorinvera largelanguagemodelsandtheemergencephenomena
AT klangeyal largelanguagemodelsandtheemergencephenomena

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